<?xml version="1.0" encoding="UTF-8"?>
<quiz>
 <!-- categoryid: 1253 -->
 <question type="category"><category><text>MATE CCSS I/Tema 6- Estadistica bidimensional/Ejerc. Complementarios</text></category></question>
 
 <!-- resourceid-resourcedataid: 12933-10995 -->
 <question type="multianswerwiris">
    <name>
      <text>Pregunta 1_w</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>Se considera la siguiente tabla de valores de dos variables.</p>
<p> </p>
<table style="width: 353px; height: 40px;" border="1" frame="border">
<tbody>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">X</span></td>
<td style="text-align: center;">#a</td>
<td style="text-align: center;">#b</td>
<td style="text-align: center;">#c</td>
<td style="text-align: center;">#d</td>
<td style="text-align: center;">#e</td>
</tr>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">Y</span></td>
<td style="text-align: center;">#a1</td>
<td style="text-align: center;">#b1</td>
<td style="text-align: center;">#c1</td>
<td style="text-align: center;">#d1</td>
<td style="text-align: center;">#e1</td>
</tr>
</tbody>
</table>
<p>Se pide:</p>
<ol>
<li>Encontrar la recta de regresión de Y sobre X.</li>
<li>Con los resultados obtenidos en el apartado anterior, determinar el coeficiente de correlación de ambas variables.</li>
</ol>
<p><span style="font-size: x-small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>
<div>Recta de regesión de Y sobre X    {#1}</div>
<div> </div>
<div>Coeficiente de variación =  {#2}</div>
<div> </div>
<p> </p>]]></text>
    </questiontext>
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  </question>
 
 <!-- resourceid-resourcedataid: 12934-10996 -->
 <question type="multianswerwiris">
    <name>
      <text>Pregunta 2_w</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>Dado el siguiente conjunto de datos bidimensionales.</p>
<p> </p>
<table style="width: 353px; height: 40px;" border="1" frame="border">
<tbody>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">X</span></td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">2</td>
<td style="text-align: center;">3</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">5</td>
<td style="text-align: center;">6</td>
<td style="text-align: center;">6</td>
</tr>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">Y</span></td>
<td style="text-align: center;">2,1</td>
<td style="text-align: center;">2,5</td>
<td style="text-align: center;">3,1</td>
<td style="text-align: center;">3</td>
<td style="text-align: center;">3,8</td>
<td style="text-align: center;">3,2</td>
<td style="text-align: center;">4,3</td>
<td style="text-align: center;">3,9</td>
<td style="text-align: center;">4,4</td>
</tr>
</tbody>
</table>
<p>Se pide:</p>
<ol>
<li>Indicar, sin efectuar cálculos, cuál de los siguientes valores es su coeficiente de correlación:<br /><br />         {#1}<br /><br /></li>
<li>Indicar cuál de las siguientes rectas es la recta de regresión de Y sobre X.</li>
</ol>
<p>                   {#2}</p>
<div> </div>
<p> </p>]]></text>
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name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12935-10997 -->
 <question type="multianswerwiris">
    <name>
      <text>Pregunta 3_w</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>Los datos de la variable X expresan el producto interior bruto en decenas de millones de euros, y la variable Y es la tasa de inflacción.</p>
<p> </p>
<table style="width: 353px; height: 40px;" border="1" frame="border">
<tbody>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">X</span></td>
<td style="text-align: center;">#a</td>
<td style="text-align: center;">#b</td>
<td style="text-align: center;">#c</td>
<td style="text-align: center;">#d</td>
</tr>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">Y</span></td>
<td style="text-align: center;">8.3</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">2.1</td>
<td style="text-align: center;">5.8</td>
</tr>
</tbody>
</table>
<p>Se pide:</p>
<ol>
<li>Indicar cuál es el diagrama de dispersión de los datos.<br /><br />{#1}<br /><br /></li>
<li>Indicar cuál de las rectas es la recta de regresión de Y sobre X<br /><br />{#2}<br /><br /></li>
<li>Calcular el valor esperado de la tasa de inflacción que corresponde a un producto interior bruto de  #pib   decenas de millones de euros.<br /><br />Tasa de inflacción  =  {#3}</li>
</ol>
<p><span style="font-size: x-small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>
<p> </p>
<div> </div>
<p> </p>]]></text>
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        <wirissubquestion>
            <![CDATA[{1:SA:=#ti}]]>
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  </question>
 
 <!-- resourceid-resourcedataid: 12936-10998 -->
 <question type="multianswerwiris">
    <name>
      <text>Pregunta 4_w</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>La variable X expresa la calificación obtenida en el primer curso de bachillerato y la variable Y es la nota media de bachillerato. Se dispone de los siguientes datos correspondientes a 9 alumnos.</p>
<p> </p>
<table style="width: 353px; height: 40px;" border="1" frame="border">
<tbody>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">X</span></td>
<td style="text-align: center;">#a</td>
<td style="text-align: center;">#b</td>
<td style="text-align: center;">#c</td>
<td style="text-align: center;">#d</td>
<td style="text-align: center;">#e</td>
<td style="text-align: center;">#f</td>
<td style="text-align: center;">#g</td>
<td style="text-align: center;">#h</td>
<td style="text-align: center;">#i</td>
</tr>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">Y</span></td>
<td style="text-align: center;">#a1</td>
<td style="text-align: center;">#b1</td>
<td style="text-align: center;">#c1</td>
<td style="text-align: center;">#d1</td>
<td style="text-align: center;">#e1</td>
<td style="text-align: center;">#f1</td>
<td style="text-align: center;">#g1</td>
<td style="text-align: center;">#h1</td>
<td style="text-align: center;">#i1</td>
</tr>
</tbody>
</table>
<p>Se pide:</p>
<ol>
<li>Calcular la recta de regresión de Y sobre X.</li>
<li>¿Qué nota media se puede predecir para una persona que ha obtenido #m  en el primer curso de bachillerato?</li>
</ol>
<p><span style="font-size: x-small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>
<p> </p>
<div>Recta de regesión de Y sobre X    {#1}</div>
<div> </div>
<div>Nota media de bachillerato  =  {#2}</div>
<div> </div>
<p> </p>]]></text>
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 <question type="multianswerwiris">
    <name>
      <text>Pregunta 5_w</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>La recta de regresión del gasto anual en alimentos Y (en miles de euros) por familia, en función de los ingresos anuales X (en miles de euros), viene dada por #rect</p>
<p>Se pide:</p>
<ol>
<li>Cuál es el gasto anual en alimentos de familias con ingresos anuales de  #ing11 euros?<br /><br />                Gasto anual  =  {#1}<br /><br /></li>
<li>Sabiendo que el ingreso medio en una región es de  #ing21  euros por familia, hallar el gasto medio anual en alimentos en dicha zona.</li>
</ol>
<p>                            Gasto medio anual  =  {#2}  </p>
<p><span style="font-size: x-small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>]]></text>
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xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;6000.&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;ing11&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;18000&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;ing21&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;25000&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;medx&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;medx&lt;/mi&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math 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xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;e&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;e&lt;/mi&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;ing&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;ing&lt;/mi&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;3&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12938-11000 -->
 <question type="multianswerwiris">
    <name>
      <text>Pregunta 6_w</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>La recta de regresión de una variable Y respecto de la variable X es  #rect</p>
<p>Los valores que ha tomado la variable X son: #valoresx</p>
<p>Se pide:</p>
<ol>
<li>Determinar el valor esperado de y para el valor de x =  #valorx<br /><br />                {#1}<br /><br /></li>
<li>Si los valores de la variable Y utilizados para la regresión se multiplican por #b y se mantienen los valores para la variable X, determinar razonadamente la nueva recta de regresión.</li>
</ol>
<p>                            recta de regresión  {#2}  </p>
<p><span style="font-size: x-small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
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        <wirissubquestion>
            <![CDATA[{1:SA:=#valory}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#rect1}]]>
        </wirissubquestion>
    </wirissubquestions>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math 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xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;3&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12939-11001 -->
 <question type="multianswerwiris">
    <name>
      <text>Pregunta 7_w</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>La variable X representa los ingresos familiares medidos en miles de euros y la tasa de ahorro está expresada por la variable Y. Se dispone de los siguientes datos</p>
<p> </p>
<table style="width: 353px; height: 40px;" border="1" frame="border">
<tbody>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">X</span></td>
<td style="text-align: center;">#a</td>
<td style="text-align: center;">#b</td>
<td style="text-align: center;">#c</td>
<td style="text-align: center;">#d</td>
<td style="text-align: center;">#e</td>
</tr>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">Y</span></td>
<td style="text-align: center;">#a1</td>
<td style="text-align: center;">#b1</td>
<td style="text-align: center;">#c1</td>
<td style="text-align: center;">#d1</td>
<td style="text-align: center;">#e1</td>
</tr>
</tbody>
</table>
<p>Se pide:</p>
<ol>
<li>Calcular la recta de regresión de Y sobre X.</li>
<li>¿Qué tasa de ahorro se puede predecir para un ingreso familiar de #ing  miles de euros?</li>
</ol>
<p><span style="font-size: x-small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>
<p> </p>
<div>Recta de regesión de Y sobre X    {#1}</div>
<div> </div>
<div>Tasa de ahorro  =  {#2}</div>
<div> </div>
<p> </p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
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        <wirissubquestion>
            <![CDATA[{:SA:=#rect}]]>
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        <wirissubquestion>
            <![CDATA[{:SA:=#ta}]]>
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&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math 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xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;1.4409&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12940-11002 -->
 <question type="multianswerwiris">
    <name>
      <text>Pregunta 8_w</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>La variable X expresa la calificación obtenida en el primer examen parcial de cierta asignatura. Se dispone de los siguientes datos correspondientes a 7 alumnos.</p>
<p> </p>
<table style="width: 353px; height: 40px;" border="1" frame="border">
<tbody>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">X</span></td>
<td style="text-align: center;">#a</td>
<td style="text-align: center;">#b</td>
<td style="text-align: center;">#c</td>
<td style="text-align: center;">#d</td>
<td style="text-align: center;">#e</td>
<td style="text-align: center;">#f</td>
<td style="text-align: center;">#g</td>
</tr>
<tr>
<td style="text-align: center;"><span style="background-color: #c0c0c0;">Y</span></td>
<td style="text-align: center;">#a1</td>
<td style="text-align: center;">#b1</td>
<td style="text-align: center;">#c1</td>
<td style="text-align: center;">#d1</td>
<td style="text-align: center;">#e1</td>
<td style="text-align: center;">#f1</td>
<td style="text-align: center;">#g1</td>
</tr>
</tbody>
</table>
<p>Se pide:</p>
<ol>
<li>Indicar cuál de las siguientes rectas es la recta de regresión de Y sobre X.<br /><br />    {#1}<br /><br /></li>
<li>Determinar la nota final que se puede predecir para una persona que ha obtenido  #nota  en el primer examen parcial de la asignatura.</li>
</ol>
<p> </p>
<p><span style="font-size: x-small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>
<p> Nota final  =  {#2}</p>
<div> </div>
<p> </p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>2.0000000</defaultgrade>
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        <wirissubquestion>
            <![CDATA[{1:MCV:=#rect1~#rect2}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#nf}]]>
        </wirissubquestion>
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    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math 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definitionURL="http://www.wiris.com/XML/csymbol"&gt;if&lt;/csymbol&gt;&lt;mrow&gt;&lt;mi&gt;nota&lt;/mi&gt;&lt;mo&gt;≠&lt;/mo&gt;&lt;mi&gt;f&lt;/mi&gt;&lt;/mrow&gt;&lt;apply&gt;&lt;csymbol definitionURL="http://www.wiris.com/XML/csymbol"&gt;if&lt;/csymbol&gt;&lt;mrow&gt;&lt;mi&gt;nota&lt;/mi&gt;&lt;mo&gt;≠&lt;/mo&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;/mrow&gt;&lt;mtable&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;a1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;b1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;b&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;c1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;d1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;e1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;e&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;f1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;f&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;g1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;X1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;b&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;e&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;f&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;Y1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;a1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;b1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;c1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;d1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;e1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;f1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;g1&lt;/mi&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;Y2&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;b&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;e&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;f&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;X2&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;a1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;b1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;c1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;d1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;e1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;f1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;g1&lt;/mi&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mi&gt;X1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y1&lt;/mi&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mi&gt;X2&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y2&lt;/mi&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;cov&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;covariancia&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mi&gt;X1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y1&lt;/mi&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;var&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;variancia&lt;/mi&gt;&lt;mfenced&gt;&lt;mi&gt;X1&lt;/mi&gt;&lt;/mfenced&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;m1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mfrac&gt;&lt;mi&gt;cov&lt;/mi&gt;&lt;mi&gt;var&lt;/mi&gt;&lt;/mfrac&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;medx&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;media&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X1&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;medy&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;media&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y1&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;nf&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;m1&lt;/mi&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;nota&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mi&gt;medy&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;m1&lt;/mi&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;medx&lt;/mi&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;rep&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;/mtable&gt;&lt;/apply&gt;&lt;/apply&gt;&lt;/apply&gt;&lt;/apply&gt;&lt;/apply&gt;&lt;/apply&gt;&lt;/apply&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;hasta&lt;/mi&gt;&lt;mo&gt; &lt;/mo&gt;&lt;mi&gt;rep&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;/mtable&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;x1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;1.2575&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;1.306&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;x1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mfrac&gt;&lt;mi&gt;cov&lt;/mi&gt;&lt;mi&gt;var&lt;/mi&gt;&lt;/mfrac&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;1.2575&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;medx&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;5.2931&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;medy&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;5.3502&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;5.4007&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;b&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;3.7296&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;2.6616&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;7.4584&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;nota&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;6.3798&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.73719&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;1.349&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;e&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;5.0097&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- categoryid: 1254 -->
 <question type="category"><category><text>MATE CCSS I/Tema 6- Estadistica bidimensional/Galdetegiak egiteko</text></category></question>
 
 <!-- resourceid-resourcedataid: 12944-11006 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa_10</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p> <img 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" alt="" height="235" width="592" /></p>
<p><span style="color: #ff0000;">Utiliza punto ( . ) para valores decimales</span></p>
<p> </p>
<p>a) Precio medio registrado  {#1}</p>
<p>b) Coeficiente de correlación lineal r =  {#2}</p>
<p>c) Recta de regresión  de Y sobre X :  y =  {#3}</p>
<p>    Precio de la especie pescada si se pescasen 2600 kg.  {#4}</p>]]></text>
    </questiontext>
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      <text></text>
    </generalfeedback>
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&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;2000&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2400&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2500&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3000&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2900&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2800&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3160&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math 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xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math 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xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;1.59&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;1839.5&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;5462.9&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0.00051218&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;2.8855&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0.0005&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;2.89&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;1.5129&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;4&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;option name="float_format"&gt;f&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
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 <!-- resourceid-resourcedataid: 12945-11007 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa_11</text>
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" alt="" height="250" width="587" /></p>
<p><span style="color: #ff0000;">Utiliza punto ( . ) para valores decimales</span></p>
<p> </p>
<p>a) Diferencia de consumos  {#1}</p>
<p>b) Coeficiente de correlación lineal r =  {#2}</p>
<p>c) Recta de regresión  de Y sobre X :  y =  {#3}</p>
<p>    Cantidad de combustible que debemos poner para hacer un viaje de 500 km. Unos   {#4} litros</p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>4.0000000</defaultgrade>
    <penalty>0.3333333</penalty>
    <hidden>0</hidden>
    <wirissubquestions>
        <wirissubquestion>
            <![CDATA[{1:SA:=#p}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#r}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#rect}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#sol}]]>
        </wirissubquestion>
    </wirissubquestions>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;100&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;80&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;50&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;100&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;10&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;100&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;70&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;120&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;150&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;220&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;10&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;15&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;correlacion&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;34&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;157&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;066&lt;/mn&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;media&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;0.99137&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;34&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;14.908&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0.62924&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.065925&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0.15753&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;0.066&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0.157&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;0.25&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;3&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;option name="float_format"&gt;f&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12946-11008 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa_15</text>
    </name>
    <questiontext format="html">
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" alt="" height="292" width="539" /></p>
<p><span style="color: #ff0000;">Utiliza punto ( . ) para valores decimales</span></p>
<p> </p>
<p>a) Número medio de CD_s vendidos  (redondea la respuesta)  {#1}</p>
<p>b) Coeficiente de correlación lineal r =  {#2}</p>
<p>c) Recta de regresión  de Y sobre X :  y =  {#3}</p>
<p>    Numero de conciertos previstos si un grupo musical vende 18000 CD_s  (redondea la respuesta)  {#4}</p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>4.0000000</defaultgrade>
    <penalty>0.3333333</penalty>
    <hidden>0</hidden>
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        <wirissubquestion>
            <![CDATA[{1:SA:=#medx}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#r}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#rect}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#sol}]]>
        </wirissubquestion>
    </wirissubquestions>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;20&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;20&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;20&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;20&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;35&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;35&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;35&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;35&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;60&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;35&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;60&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;60&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;60&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;60&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;60&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;15&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;15&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;15&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;15&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;15&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;15&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;correlacion&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;86&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;18&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;13&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;51&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;86&lt;/mn&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;13&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;51&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;medx&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;media&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;0.814&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;64.99&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.23139&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;0.11314&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;2.8636&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;13.509&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;2.86&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;13.51&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;medx&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;9.6&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;option name="float_format"&gt;f&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12947-11009 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa_2</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>Traza, a ojo, la recta de regresión en cada una de estas distribuciones bidimensionales:</p>
<table style="width: 263px; height: 24px;" border="0">
<tbody>
<tr>
<td><img src="data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj/2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj/wAARCABvAcsDASIAAhEBAxEB/8QAGwABAQEBAQEBAQAAAAAAAAAAAAUEBgMCAQj/xABPEAABAwMBBAQICgYIBgEFAAABAgMEAAURIQYSEzEUFUF0FiI1NlVhlLQHIyQyUYGVstHTF0JTcZPSM0dWdYWRw9Q0N0Shs7VSJYKSo7H/xAAYAQEBAQEBAAAAAAAAAAAAAAAAAQMCBP/EACoRAAICAQMDBAEEAwAAAAAAAAABAhEDITFBEmFxBBNRgcEyQpGhI9Hw/9oADAMBAAIRAxEAPwD+qaUpQClKUApWefNi26KqTcJLEWOlSUl19wIQCpQSkZOmSogD6SQKxeEdj9M232pH40BVpUrwjsfpm2+1I/GnhHY/TNt9qR+NAVajbK7RQtpoD8qBxAhmQuOtLid1QKcEHH0KSUqHqUK8597ssuE9HRtDDjKdSU8ZiW0Foz2pzkZ+qslpk7NWqVLdhXm3NtyQgqYQ+whtKkgjfASB4xGASSdEp5YoDqKVK8I7H6ZtvtSPxp4R2P0zbfakfjQFWlSvCOx+mbb7Uj8aeEdj9M232pH40BVpWWDcoNw3+gTI0rh43+C6le7nlnB05H/KtVAKUpQClSvCOx+mbb7Uj8aeEdj9M232pH40BVpUrwjsfpm2+1I/GnhHY/TNt9qR+NAYrVtA9KvItsqPDbfKXlFLEsurSG1hO8QW04B3h25yRoRkjoq5Nh7Z9ExiQ9tJGk8B5yQy27JY3W3FhSSoboB+atYGTyUfViv4R2P0zbfakfjUV0r3D3ZVpUrwjsfpm2+1I/GnhHY/TNt9qR+NUFWlSvCOx+mbb7Uj8a9Yt6tUt9LES5wX3lZ3W2n0KUcDJwAc8hQFClKUApSsVwu1utzrTVwuESK68lSm0PvJQVhOAogE6gbyc45bw+mgNtKleEdj9M232pH408I7H6ZtvtSPxoCrWK5zlxFRWmWC+/JcLTY3glKSEKVlR5hPi40BOSNOeM/hHY/TNt9qR+NYrrctnrk00l29wm3GXA8y61MQlbawCAoHOORIIIIIJBBBxQMtwVyVxUKnMtMyDneQ06XEjXTCilJOmDyFe9QbdebJDiIYVtDEkqSVEvPzGytRJJOcYHboAAAMAVp8I7H6ZtvtSPxoCrSpXhHY/TNt9qR+NPCOx+mbb7Uj8aAq0qV4R2P0zbfakfjVCLJYlsJfiPNPsqzuuNLCknBwcEacxQHrSlKAUpWebNiwGg7OksRmirdC3nAgE/Rk9uhoDRSpXhHY/TNt9qR+NPCOx+mbb7Uj8aAq1G2qvD1khQ32IrckvzY8MpW8W90OuJbCshKs4KhpppnWvTwjsfpm2+1I/Gpm0EvZ69xGGH9oIjCWZLMtKmZTOStpYWkHeyMbyRmhVXJYtE9yb0tqQwGJMR0MvJQvfQVFCFgpVgEjCxzA1B07TQrnrZdLBAbdCb5AeeecLrzzkloLdVgJyrdwNEpSkYHJIrZ4R2P0zbfakfjQhVpUrwjsfpm2+1I/GnhHY/TNt9qR+NAVaVK8I7H6ZtvtSPxrbCmxZ7RdgyWJLQVulbLgWAfoyO3UUBopSlAKUpQCp16uYtUYvuNFxsD9U67xUAkYxyydT2euqNeT0Zh8gvMtuEApytIOhGCNew1H2BwPwl7QxUWm3Q3mLh0ld2tiyWoEh1kblxZChxkoKAcoVgEhR8XA8YA6tqdsbdBvezTLse5FT0wkHobiObam9AoAq1dTokE4z24B1/Cd8TsrF4TRXuXe07rbeATi4R8JGSB6tSBXvdrjKVPspNluCSmWogFbGVngOjAw7z1zrgYB7cApW1poaYZQjK8i6l5rj751Ei9RTtJAc4Vw3UxJCSOgP5yVs8huZI0OvIaZ5ike9RRtJPc4Vw3VRI6QOgP5yFvcxuZA1GvI645Gki4yjtJAX1LcAoRJACN9jJBWzqPjcYGB251GM64R7jKG0k9fUtwKjEjgo32MgBb2p+Nxg5PbnQ5xpmmYtN6ion3pRauBC5aVDEB8kDgNDUBGh05HXGDyIql19E/Y3L7NkfyVNtNxlJn3oiy3BRVLSSAtjKDwGhg5d56Z0yMEduQKXWkv0Fcv4kf82gOa62jfo26Pw53E6p4eehPbmeDj5+5u49ecduap7Q3qK5AaSlq4AiXFV40B9IwH2ydSjnpoOZOg1qZ0+T+jbhdUzuH1TucbfZ3McHG9jib2O3ln1VT2huMpcBoKstwbHS4pypbGCQ+2QNHTqeQ7MnXA1oBdr1FXPsqg1cAES1KOYD4JHAdGgKNTryGuMnkDSReop2kgOcK4bqYkhJHQH85K2eQ3MkaHXkNM8xS7XGUqfZSbLcElMtRAK2MrPAdGBh3nrnXAwD24BSLjKO0kBfUtwChEkAI32MkFbOo+NxgYHbnUYzrgDVaZbc3aS5OMpfSkRIycPMLaOd9/sWAca8+VXahWl9yRtJclvRH4ihEjDceKCSN9/XxFKGPrzpV2gPCa+qO0haEJXl1tBBVu4ClhOeR5Zzj/APlRW9qoybHHusqLOEeTuKZREhvzHN1aSpJUhpCinQHOhAOBnUVdfZafQEPtIdQCFbq0hQyNQdaMR2Y4WGGm2gtRWrcSE7yjzJxzPrqF4Oc2nvUV3Zu7NpauAUuI6kFUB9IyUHmSjAHrOlUuvon7G5fZsj+Spu09xlL2buyFWW4NpVEdBWpbGEjcOpw6Tj9wJql1pL9BXL+JH/NqkJt2vUVc+yqDVwARLUo5gPgkcB0aAo1OvIa4yeQNJF6inaSA5wrhupiSEkdAfzkrZ5DcyRodeQ0zzFLtcZSp9lJstwSUy1EArYys8B0YGHeeudcDAPbgFIuMo7SQF9S3AKESQAjfYyQVs6j43GBgdudRjOuAKXX0T9jcvs2R/JU203qKifelFq4ELlpUMQHyQOA0NQEaHTkdcYPIiqXWkv0Fcv4kf82ptpuMpM+9EWW4KKpaSQFsZQeA0MHLvPTOmRgjtyABS6+ifsbl9myP5Km7MXqK1s3aW1NXAqREaSSmA+oZCByIRgj1jSqXWkv0Fcv4kf8ANrmBtBd7XsNbHbVs3NnuojMpHjt7pTuAbwSlSlns03QcHXGKkmoq2aYsUs01jju+9f2z7292xt9rtEZx6Nc1BUyPj5E438xxLh1cCQThBwM5z6smq8y5sTbtY22W5aVCWtWXojrQx0d7tWkDOvLnWa83Sc9aYxkWKew4ZMRSgXWFAK47Z3QQ5k66A4HrwK0zJj8i7WND1tlxEiWs77ymiCejvaeItRz9WNKiu74LNw6VFRqSu3d38fx5dnRUpSujI5+RtHwJN5QuKS3axxHFBZJW2GkuKIGPneNgJzrzyKhXa9RWvhdtDCmrgVxrPcErKYD6kErdgqG4oI3VjA1KSQk4BwSBXaphRUvuPpjMB91QWtwNjeWoDdBJ5kgafurlb++5H+E7ZxbMR+Wo2e5DcZKAQONB18dSRj6860Bd6+ifsbl9myP5Km2m9RUT70otXAhctKhiA+SBwGhqAjQ6cjrjB5EVS60l+grl/Ej/AJtTbTcZSZ96IstwUVS0kgLYyg8BoYOXeemdMjBHbkABs9eorcB1KmrgSZcpXiwH1DBfcI1COeuo5g6HWpnW0b9G3R+HO4nVPDz0J7czwcfP3N3HrzjtzVPZ64ykQHQmy3BwdLlHKVsYBL7hI1dGo5HsyNMjWpnT5P6NuF1TO4fVO5xt9ncxwcb2OJvY7eWfVQHS9fRP2Ny+zZH8lTbteoq59lUGrgAiWpRzAfBI4Do0BRqdeQ1xk8gapdaS/QVy/iR/zam3a4ylT7KTZbgkplqIBWxlZ4DowMO89c64GAe3AIFLr6J+xuX2bI/kqbHvUUbST3OFcN1USOkDoD+chb3MbmQNRryOuORql1pL9BXL+JH/ADa5q2X67Obd3ll3ZuclhEVhKVhbe9gFZBOVBJzvr+ao43MfTiOSVWa48Msik4/tVvX6+9ynab1FRPvSi1cCFy0qGID5IHAaGoCNDpyOuMHkRVDZRwO2lbiQoJXLlKAUkpODIc5g6g+o61PtNxlJn3oiy3BRVLSSAtjKDwGhg5d56Z0yMEduQKGyiyu0rWptTalS5RKFYyk9Ic0OCRn9xIqmRXpSlAR7peFwZzURMYOOPqQ2yeJugqKXVHe0O6AGjrrkkDTnX45tJBbuLkJTF1LzaAsqTa5KmiCAdHQ2UKPjDQKJGo7Dii/BiSCsvxWHS4AlZW2FbwByAc88Gk19yO0FsxH5airG4yUAgfT46kjH151qLbUrrggSL1FO0kBzhXDdTEkJI6A/nJWzyG5kjQ68hpnmKpdfRP2Ny+zZH8lTZFxlHaSAvqW4BQiSAEb7GSCtnUfG4wMDtzqMZ1xS60l+grl/Ej/m1SE203qKifelFq4ELlpUMQHyQOA0NQEaHTkdcYPIimz16itwHUqauBJlyleLAfUMF9wjUI566jmDoda84V0nNP39yPYpz7xkhSW+KwnChHawlR4mmcA5GdCO3IrJsLe7pJsSnZezk5papUhWEONdrqiQQtaVAhRUnBH6ue2uepXRqsMnjeVVSdbq9e25v2nvUV3Zu7NpauAUuI6kFUB9IyUHmSjAHrOlUuvon7G5fZsj+Spu09xlL2buyFWW4NpVEdBWpbGEjcOpw6Tj9wJql1pL9BXL+JH/ADa6Mibdr1FXPsqg1cAES1KOYD4JHAdGgKNTryGuMnkDVLr6J+xuX2bI/kqbdrjKVPspNluCSmWogFbGVngOjAw7z1zrgYB7cA0utJfoK5fxI/5tATY96ijaSe5wrhuqiR0gdAfzkLe5jcyBqNeR1xyNbdnH0SpV7ebDqUKmpwHW1Nq/4dkapUAR9YrFHuMobST19S3AqMSOCjfYyAFvan43GDk9udDnGmduzjq3pV7ccYdjrM1OWnSkqT8nZ57pI9ehoC1SlKAUpSgFKUoDlfhL83If99Wn/wBjHqrefKNi76r3d6pXwl+bkP8Avq0/+xj1VvPlGxd9V7u9QEmX11+km37oidUdBf5k8T5ze92c97h47Mb3bVaN51XHuUb779JPnVbu5SfvsUjedVx7lG++/USo0yZPc6dEqVac933Fm8o33vqfd2aq1Ks3lG+99T7uzVWqZnK/1Wf4N/oVV2l8nM99ie8N1K/qs/wb/QqrtL5OZ77E94boBefKNi76r3d6knzqt3cpP32KXnyjYu+q93epJ86rd3KT99igEbzquPco3336q1KjedVx7lG++/VWgFKUoCVtZ5q3nuT33DVWpW1nmree5PfcNVaAlXnyjYu+q93epJ86rd3KT99il58o2Lvqvd3qSfOq3dyk/fYoCrUqzeUb731Pu7NValWfyjfu+p93ZoCrUrZPzVs3cmfuCo9ktu1bGyNxi3W7Rnr44XDGkoHiNgpG6D4g/W3uw4z6sVt+D9qWzsVZkXB9L8joyDvpSEjdIyhP1JKRntxmuIyb4PTm9PHGm1NSp1pevdabcGvaXycz32J7w3S8+UbF31Xu71NpfJzPfYnvDdLz5RsXfVe7vV2eYq0pSgFcrcv+aez39y3P/wA8Cuqrlbl/zT2e/uW5/wDngUB1VSrN5RvvfU+7s1VqVZvKN976n3dmgMcITDsvcxaygTy9O6OV4wHOO7u5z68VKtImj4Hx1mWzJ6pc/o+W5w1bn17u7n15rodmvJz3fZfvDlSv6rP8G/0Kla2a+7/j9ulvd8+L+DqqlXnyjYu+q93eqrUq8+UbF31Xu71UyKtSo3nVce5Rvvv1VqVG86rj3KN99+gFm8o33vqfd2abNeTnu+y/eHKWbyjfe+p93Zps15Oe77L94coCrSlKAUpSgJUnzqt3cpP32KxWQbSDaW7m7mIbMd3oIaPjDU89M5IxnPbjHbW2T51W7uUn77FVajVtM1hl6IyjSdqteNb0+H+CVZvKN976n3dmmzXk57vsv3hyo+xES7xrvtQbtOblNLnjgpSkAoHDSQScD9RTQxrjdP05NjZryc932X7w5SLtXQzY1jn0qSl3Ww2s81bz3J77hqrUrazzVvPcnvuGqtUyJV58o2Lvqvd3qq1KvPlGxd9V7u9VWgJUbzquPco3336Wbyjfe+p93ZpG86rj3KN99+lm8o33vqfd2aAq0pSgFKUoBXy862y0t15aW2kAqUtZwEgcyT2CvqvlxCHEFDiUrQdClQyDQHJ/Cbh/ZSJwXikOXe07jreCRm4R8KGQQfp1BFe92t0pM+yg3q4KKpagCUMZQeA6cjDXPTGuRgntwRn+EFos7K29srUspvFoG8okk/8A1GP2kk/5kn11avPlGxd9V7u9QE2RbpQ2kgI66uBUYkghe4xkALZ0HxWMHI7M6DGNczLdsxIZ2+vE0X648R2GwThLWcErGCCgp04WRhI+cfXnpZPnVbu5SfvsUjedVx7lG++/UcU6vg1x5p4lJQf6lT8b/gm2m3SlT70BergkplpBIQxlZ4DRyctc9caYGAO3JNLquX6duX8OP+VWTZm5Qp102gTClsPqRMSVBtwKIHAaTnT1pUP3g/RXQUTT2OJwlB9MlTOF6BJ/Rtxetp3D6p3+DuM7mODndzw97HZzz66p7Q26UiA0VXq4ODpcUYUhjAJfbAOjQ1HMdmRrkaV8f1Wf4N/oVV2l8nM99ie8N1Tkm3a3Skz7KDergoqlqAJQxlB4DpyMNc9Ma5GCe3BCRbpQ2kgI66uBUYkghe4xkALZ0HxWMHI7M6DGNc0rz5RsXfVe7vUk+dVu7lJ++xQGe0sOR9pLkh6W/LUYkY77wQCBvv6eIlIx9Wdau1KjedVx7lG++/VWgFeUeQzJQpUZ5t1KVFCi2oKAUOYOO0fRXrWeJGEZT+4fi1rCkIGcNgJSnAGcAaZ0wNeWckgQNp7dKRs3dlqvVwcSmI6ShSGMKG4dDhoHH7iDVLquX6duX8OP+VTazzVvPcnvuGqtAcxdrdKTPsoN6uCiqWoAlDGUHgOnIw1z0xrkYJ7cETJGzD/h9BnHaC7lxUN443m8DdU0nATubu6d/JG7zSDzq1tHcoUW97ORpMlpp96YotoWrBV8S4nT/wC5aR+8itcnzqt3cpP32K5ajLR8G+OeXAuqOnUmtt09HuOq5fp25fw4/wCVUexRlyp186NtBLXwpobWpoR1ZUGWgd74s4IOU4GPm8s5q9HvFvkXaRbGZbK7hHSFusBXjJSca4+sf5iouxtht9muu0a4DKkLemJCyVqVkcJC8an/AOTi/wDOltvTYLHGMZe5alpWm9/P1tvZU6rl+nbl/Dj/AJVTdmLdKXs3aVpvVwbSqI0QhKGMJG4NBlonH7yTXT1K2T81bN3Jn7growJu0NulIgNFV6uDg6XFGFIYwCX2wDo0NRzHZka5GlesyG/Hu1jW9cpctJlrG48loAHo72viISc/XjWtu0vk5nvsT3hul58o2Lvqvd3qAq0pSgPN59ljh8d1tviLCEb6gN5R5AZ5nQ6VyN/YckfCds4hmW/EULPcjvshBJHGg6eOlQx9WdK62Uz0iOtoOLbKhgLQcKT6wa5q5f8ANPZ7+5bn/wCeBQFXquX6duX8OP8AlVzWyOzD9uue0am79cyXZ2VaNHOW0LyQpChvfGYJGM7o00FdYzd7e9d37U1LaVcWEBxyOD4yUnGCf/yH+YrNa3EMzNoHXlpbbRLClLUcBIEZnJJ7BXNRk7+DdTy4ovFsp1em63X/ACJ+z1ulLgOlN6uDY6XKGEoYwSH3ATq0dTzPZk6YGlQLrYn7h8Fqd+9XFttNsS8Gk8JKPFazuHCAop7MFX7811Gxc+JcLO89BkNSGumyvGbUFAZfWof5pUk/uIPbWP8Aqs/wb/Qo0pquGSEsnpsqktJRf8Pwz2chpskCOibtVOjsp3WUOSnIwK1Y0G8tvJUcHtJ0r4u1ulJn2UG9XBRVLUAShjKDwHTkYa56Y1yME9uCKG02ztt2mhNRLwyp5ht0PJSlakeMARzB+gmvq8+UbF31Xu71FadcDI4SipJvqd38dq/uyLK2OkSNq4d7O0NxDkZhTIRuNZOc/QkJxryKSdBroK0R7dKO0k9HXVwChEjkr3GMkFb2h+KxgYPZnU5zpjp6lRvOq49yjfffqqKV1yTJmnlUVN/pVLxv+SbabdKVPvQF6uCSmWkEhDGVngNHJy1z1xpgYA7ck0NlEFFpWhTinFJlygVqxlR6Q5qcADP7gBX1ZvKN976n3dmmzXk57vsv3hyqZFWlKUB5SZDMVriSXm2W8hO84oJGScAZP0mviaw5IaCGZb8RQVnfZCCSPo8dKhj6s6UnxhLiOtZ3FqSoIc1yhRBG8CCCCM8wQfWK0UByUiOsbXQYh2glmUYT6909H4iU77WPF4fI4OuP1NDzqx1XL9O3L+HH/KqZLsdvX8IluuymSZwhP4XvqwCktpBxnHzXVj6/prqKivk1yLGun223prfz27HJwrRJlPX9g3y5tBUgNqW0GUrOY7XjZ4eQcHAKcch261l2F2cft1jcYav103RLkg54ShlLyk5G+hRGd3JGeZJ7a6GzeUb731Pu7NeNmlMQrHMlS3UtR2ZUxbi1HRKRIcJNRxV9TLDLk6Hhjs2nXfjuT9rojsTZe6vSr9M4QiuAh4R0pUSkgJJDYOp00IOulVU2yUpIUm/XEpIyCER9f/1VL2vbtW1GwU99K0TIXR3JDLjayBvoSrByPoI5H666SFFZgwmIkVJQww2lptJUVYSkYAydToO2ibb7CcIRhTvrt2q0/wB3vwc9drdKTPsoN6uCiqWoAlDGUHgOnIw1z0xrkYJ7cEUuq5fp25fw4/5VLz5RsXfVe7vVVroxOYj26UdpJ6OurgFCJHJXuMZIK3tD8VjAwezOpznTG3ZxpbMq9tuPuyFianLroSFK+Ts890AerQV6xvOq49yjfffpZvKN976n3dmgKtKUoBSlKAUpSgOS+FBwNbLxnFBRSi8WpRCUlRwLhH5Aak+oa17Xa9RVz7KoNXABEtSjmA+CRwHRoCjU68hrjJ5A18fCX5uQ/wC+rT/7GPVW8+UbF31Xu71ATZF6inaSA5wrhupiSEkdAfzkrZ5DcyRodeQ0zzFI96ijaSe5wrhuqiR0gdAfzkLe5jcyBqNeR1xyNUpPnVbu5SfvsUjedVx7lG++/QEHZt+0W25396JBlsqkzAtRbtz5J+KbOuEaeMpZwcfOz21e6+ifsbl9myP5KWbyjfe+p93ZrLsVfZm0Fqdl3CzyLQ6h4tBh8qKlAJSd7VKdMkjl2Vzai1E3ccuaMs0ndUm29e3d7fRE62jfo26Pw53E6p4eehPbmeDj5+5u49ecduap7Q3qK5AaSlq4AiXFV40B9IwH2ydSjnpoOZOg1r4/qs/wb/QqrtL5OZ77E94browJt2vUVc+yqDVwARLUo5gPgkcB0aAo1OvIa4yeQNJF6inaSA5wrhupiSEkdAfzkrZ5DcyRodeQ0zzFUrz5RsXfVe7vUk+dVu7lJ++xQGe0y25u0lycZS+lIiRk4eYW0c77/YsA4158qu1KjedVx7lG++/VWgFKUoDmNp71Fd2buzaWrgFLiOpBVAfSMlB5kowB6zpVLr6J+xuX2bI/krB8I05237FXZ5iG7LWplTXDb5gKG6VHQ6JBJ+rs5143zamdbrbZZTGztwmLn7heZaSd6KCASFeKfGGcYOOR1FcSnGO56cXpMuZJwW7aWqWqV8v4Mm0btouF72dlyYU5x6JLUW1LgSBgFpatBueMd5CDyJG7nlmvmVtjaBtzAhFUwSREfSWzDeCt5SmlAbu7vfNQo8saV0V58o2Lvqvd3q+ZLaPC23ubqd/oMlO9jXHEY0zVaf7TmGWLXTmtpJpa7P8AvS9WtCfHVYo18lXhm33BNylIDbz/AFfKJUkAADG5gfNTyHYKWm9RUT70otXAhctKhiA+SBwGhqAjQ6cjrjB5EV09SrN5RvvfU+7s1UktjKc5Tpyd1p9LZDr6J+xuX2bI/kqbsxeorWzdpbU1cCpERpJKYD6hkIHIhGCPWNK6epWyfmrZu5M/cFU5Ju0N6iuQGkpauAIlxVeNAfSMB9snUo56aDmToNa9ZlzYm3axtsty0qEtasvRHWhjo73atIGdeXOtu0vk5nvsT3hul58o2Lvqvd3qAq0pSgFcbf5bcL4TtnHHkvqSbPck4ZYW6c8aD2IBONOfKuyrlbl/zT2e/uW5/wDngUB9sKsTF9k3lm33BNzkNhp1/q+VlSRjAxuY/VT2dgr5tt3hmZfA6xPW27KHi9XvqyOjtAgjc05HQ9mDyIrqaiwHSxI2jdS2t1TcoKDaBlSsRmTges1KSO3OeRrqdvZfgkbGyrVaLMuLChzWWhLkkJbt76hjjLAyQg6hISNdRjB5Vm62jfo26Pw53E6p4eehPbmeDj5+5u49ecduao/Bxc5F12edkS7c/b3emSMsvZzq6pRxkA6FRTyGqTX5/VZ/g3+hUi00unY79RHJHLJZXcr11vXzrZV6+ifsbl9myP5K53aXbG0w7zs8zIM1txctSwFwnkHBacQMApBPjLSNAa7epN6SDcrCSASJqsH6Pk71WV1oTDLHGV5U2tdnXjhn719E/Y3L7NkfyVNj3qKNpJ7nCuG6qJHSB0B/OQt7mNzIGo15HXHI109So3nVce5Rvvv1TIm2m9RUT70otXAhctKhiA+SBwGhqAjQ6cjrjB5EVQ2UcDtpW4kKCVy5SgFJKTgyHOYOoPqOtfVm8o33vqfd2abNeTnu+y/eHKAq0pSgFZ5stuE0HHkvqSVbuGWFunP7kAnGnPlWilAcxIvUU7SQHOFcN1MSQkjoD+clbPIbmSNDryGmeYql19E/Y3L7NkfyUk+dVu7lJ++xVWgOYtN6ion3pRauBC5aVDEB8kDgNDUBGh05HXGDyIrwtlwt8qxzIU2NPdYkPy0OIECQQpC3nMjKUaHB17QdNCKs2byjfe+p93Zps15Oe77L94coVNxdog3CRarbsTPtlrhzo8ZuG8hpBgSAlOUq5qUj6SSST6zV7r6J+xuX2bI/kptZ5q3nuT33DWTbW/TNn7YzJt9mk3d1x4NFhgkFIIJ3tEq7QBy7a5bUFfCNccMnqcvStZSfL3fl/kj7SbZWqLtBs7EeTPS45KUsb0N1PNpbYGFJClEqcAG6D28tM9H19E/Y3L7NkfyV83ptCrrYFqQkrTMWEqI1AMd7OD9Q/wAqr1VduyZJY3GKgmnWuu7vj40OYj3qKNpJ7nCuG6qJHSB0B/OQt7mNzIGo15HXHI1t2cfRKlXt5sOpQqanAdbU2r/h2RqlQBH1ivWN51XHuUb779LN5RvvfU+7s1TIq0pSgFKUoBSlKA5L4UCsbLxiylKnReLVupUrdBPWEfAJwcD14Ne12evBn2XfgW8KEtW4BNWQTwHdD8VoMZOddQB25G3bGzP36x9Dhy2oclEqNLaedZLyErYfbeAUgKSSCWwDhQ51Hk2bbSQ9EdXtHs6FRnS6jFiewSUKRr8s5YWfrxQGuQ9ePCSATAt/F6JI3U9NXgjfZySeFoeWmNcnljVHevHhJPIgW/i9Ej7yemrwBvvYIPC1PPTGmBzzpkXZttF3BmYdo9neK0040kdRPYIWUE5+Wc/EH/eiLNtoi4PTBtHs7xXWm2lDqJ7ACCsjHyzn45/7UBrtL14E+9bkC3lRlp3wZqwAeA1oPitRjBzpqSOzJpce+ejrb7ev8moUazbaR3pbqNo9nSqS6HV5sT2AQhKNPlnLCB9ea9H4O3XAd4V/2cW5undAszzRzjTxjJWBr27qv3Go9DqMeqSV0Y+Ldf0bbvQ4PRuqccTpa9/c4PPd4WM47N76+2qe0L14MBriwLelPS4uCmatRzx28D+iGmcAnsGuvKosLZ7bZeyzdqk3ywx0GKYqkm1uvrSkgpHjh9sE4x+p2dvOt86zbaTWUtO7R7OhKXW3Ru2J7OULSsf9ZyykZ9VE7VlyQ9ubhadcrZ+DXdnrwZ9l34FvChLVuATVkE8B3Q/FaDGTnXUAduQkPXjwkgEwLfxeiSN1PTV4I32cknhaHlpjXJ5Y1ySbNtpIeiOr2j2dCozpdRixPYJKFI1+WcsLP14rJItu3x2kgOJu+zqo6YkhK5PUzoDaitndQUdMyoqAUd4HA3CDneGKcHQWlcpe0lyM5lhl3okbCWXi4CN9/XJSnXnpirtQtn7beI1wmzL7crfNdfaaabEOCuKEBBcOu885vE8T1Yx25q7QClKy3ZEt22S0W11tmcppQYccGUpXjQkfRn1GjLFdTSuiFtO9eDs3dg9At6WjEd3lJmrUQNw5IHCGT6siqXHvno62+3r/ACa5hNj27l2J2Dcdo7CFvtLadUq0uPLwrIyFpeaTyP8A8B9fOqXQduP7Q7N/YL/+8qJ2rOskPbm4pp1ytn4Pu7PXgz7LvwLeFCWrcAmrIJ4Duh+K0GMnOuoA7chIevHhJAJgW/i9EkbqemrwRvs5JPC0PLTGuTyxrkk2bbSQ9EdXtHs6FRnS6jFiewSUKRr8s5YWfrxRdm20XcGZh2j2d4rTTjSR1E9ghZQTn5Zz8Qf96pwXePfPR1t9vX+TU20vXgT71uQLeVGWnfBmrAB4DWg+K1GMHOmpI7Mn46Dtx/aHZv7Bf/3lZ41m20jvS3UbR7OlUl0OrzYnsAhCUafLOWED680Bd4989HW329f5NTdmHrwNm7SGYFvU0IjW6pU1aSRuDBI4RwfVk18dB24/tDs39gv/AO8rPbrNtpAt8aGztHs6pqO0lpJVYniSEgAZ+Wc9KA17QvXgwGuLAt6U9Li4KZq1HPHbwP6IaZwCewa68q9ZjlxXdrGJ0WIy10teFMyVOEno72mC2nTnrmom0Nt2+dgNJjXfZ2UsS4qi2mzOtkJD7ZUvJmEEJSCsp5qCcDBINVolq2mcutvkXm9WaREiuqdLMW0usLWS2tA8dUlYA8fPzTnHZQHT0pSgFcFe5N0R8LVoREgR3m02mUGluPlrxVOsl0k4VndLbAwB+vqddO9rmto7HdZl/tl3sdzgwZMOLJiKTMgrlIcQ8tlRICXWykgsDtPzjXMlfJriyLG23FO01rxfPlFDj3z0dbfb1/k1NtL14E+9bkC3lRlp3wZqwAeA1oPitRjBzpqSOzJ+Og7cf2h2b+wX/wDeVnjWbbSO9LdRtHs6VSXQ6vNiewCEJRp8s5YQPrzXRka9nnrwIDvCgW9SelyslU1aTnjuZH9EdM5APaNdOVTOLdf0bbvQ4PRuqccTpa9/c4PPd4WM47N76+2tEGzbaQmVNNbR7OlKnXHTvWJ7OVrUs/8AWcsqOPVUy7WLbqNsXNt9vvGz85xq3rYYj9TutLfIbKUo3zL3UlWg3iMDOcUB2HHvno62+3r/ACam3Z68GfZd+BbwoS1bgE1ZBPAd0PxWgxk511AHbkfHQduP7Q7N/YL/APvKzybNtpIeiOr2j2dCozpdRixPYJKFI1+WcsLP14oC7x756Otvt6/yamx3rx4STyIFv4vRI+8npq8Ab72CDwtTz0xpgc86fHQduP7Q7N/YL/8AvKzos22iLg9MG0ezvFdabaUOonsAIKyMfLOfjn/tQGu0vXgT71uQLeVGWnfBmrAB4DWg+K1GMHOmpI7MmhsoVm0rLyUpdMuVvJSreAPSHMgHAyPXgVzNptu3yJ96U9d9nWELlpU04bM6sPp4DQ3wBMygbwUjdOTlBPJQA6vZ2DKt1qRHuEpiVLLrrrjzDBZQorcUvxUFayAN7GqjyoClSlKAVnmrlIaBgssPO72qXni2APpyEq15aYrRU+9tXV6KhNjmwYckLBU5MiLkoKMHICUutkHONd48jprkASJD148JIBMC38XokjdT01eCN9nJJ4Wh5aY1yeWNaXHvno62+3r/ACahLs22i7gzMO0ezvFaacaSOonsELKCc/LOfiD/AL1o6Dtx/aHZv7Bf/wB5QH3aXrwJ963IFvKjLTvgzVgA8BrQfFajGDnTUkdmS2eevAgO8KBb1J6XKyVTVpOeO5kf0R0zkA9o105VkjWbbSO9LdRtHs6VSXQ6vNiewCEJRp8s5YQPrzSDZttITKmmto9nSlTrjp3rE9nK1qWf+s5ZUceqgNe0714Ozd2D0C3paMR3eUmatRA3DkgcIZPqyKpce+ejrb7ev8moVxs22k+3yYb20ezqWpDSmlFNieBAUCDj5Zz1rR0Hbj+0Ozf2C/8A7ygPu7PXgz7LvwLeFCWrcAmrIJ4Duh+K0GMnOuoA7cjI9eNr07WsQU2GF1YpoqVI6Sop3sE/P3dNdMbh588Uk2bbSQ9EdXtHs6FRnS6jFiewSUKRr8s5YWfrxWjoO3H9odm/sF//AHlcyV8muLJHHfVFStNa8Xyu6PuO9ePCSeRAt/F6JH3k9NXgDfewQeFqeemNMDnnTbs4p9Uq9mW2008Zqd5DThWkfJ2cYUUpJ09QrnI9t2+G0k9xV32dTHVEjpRJ6mdIcUFvbyAjpmUlIKTvE4O+AMbpz1Gz0CdBZlKusyNLmyXuM45GjKjt/MSgAIUtZGiB+sdc8q6MirSlKAUpSgFKUoBSlKAUpSgFQ9kI06JbnWrm+7KfDpIkuBSeOClJKg2pRLYzvDdz+rntq5SgFKUoBUC+xbkuBcjblv8ASytTsXddwN8MgJBycbm+NU8jzq/So1rZU6FKUqkFKUoBSlKAUpSgIcNie1tXOddcdfgPNjcyVITGKQgBASSQsqJWrfAGMbpzVylKAUpSgJVyjy3bm0tlbwi9DfbWEObvxhU1uEDPzsBeD2erOvrYETG7aEXEqL6XXQkqVvHh8RXDye07m5ntzzqhShW7FKUoQUpSgFKUoBU7aFmTIs8hqDLMN9YAD6WVOlIyM4Skg5IyMg6Zz2VRpQLQ8oinFRWVPt8J0oSVt7+/uKxqN7tx9PbXrSlGRKkK/FgqQpIUUkjGRzFftKFIduj3Jq6rL61qipShDe8sqyjdVvZ11Xv7up7OXbVylKESFKUoUUpSgFKUoBWW7NvO2qY3FfMaQtlaW3g2XC2opOFboIKsHXAIzWqlATtnkSWrOw3NQ4h9veQeI6XFKAUQlZUST4wAVgk4zjsqjSlHqBSlKA5pMS8NtxShx0vInuKVvu5BYU+sne1wfiyndHNJx6xXS0pUSpUWTt2KUpVIf//Z" alt="" /></td>
</tr>
</tbody>
</table>
<ul>
<li>Indica cuales de ellas tienen correlación positiva y cuáles tienen correlación negativa.</li>
</ul>
<p>A) Correlación {#1}     B) Correlación {#2}</p>
<p>C) Correlación {#3}     D) Correlación {#4}</p>
<ul>
<li>Una de ellas presenta relación funcional.¿Cuál?¿Cuál es la expresión analítica de la función que relaciona las dos variables?</li>
</ul>
<p>Relación funcional  {#5}        Expresión analítica y ={#6}</p>
<ul>
<li>Ordena de menor a mayor las correlaciones</li>
</ul>
<p>{#7}   &lt;   {#8}    &lt;   {#9}    &lt;   {#10}</p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>10.0000000</defaultgrade>
    <penalty>0.3333333</penalty>
    <hidden>0</hidden>
    <wirissubquestions>
        <wirissubquestion>
            <![CDATA[{:MC:=Negativa~Positiva}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{:MC:Negativa~=Positiva}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{:MC:Negativa~=Positiva}]]>
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            <![CDATA[{:MC:=Negativa~Positiva}]]>
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        <wirissubquestion>
            <![CDATA[{:MC:=A~B~C~D}]]>
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            <![CDATA[{:SA:=#ecu}]]>
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            <![CDATA[{:MC:=C~A~B~D}]]>
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            <![CDATA[{:MC:C~A~B~=D}]]>
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  </question>
 
 <!-- resourceid-resourcedataid: 12948-11010 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa_3</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>Una distribución bidimensional en la que los valores de x son 12,15,17,21,22 y 25, tiene una correlación #r1&nbsp; y su recta de regresión es #y1. Calcula y(13), y(20), y(30), y(100).</p>
<p>¿Cuáles de las estimaciones anteriores son fiables, cuáles poco fiables y cuál no se debe hacer?</p>
<p><span style="color: #ff0000;">&nbsp;Utiliza punto ( . ) para valores decimales</span></p>
<p>y(13)= {#1}&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; y(20)= {#2}&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; y(30)= {#3} &nbsp; &nbsp; &nbsp; y(100)= {#4}</p>
<p>y(13) es {#5}</p>
<p>y(20) es {#6}</p>
<p>y(30) es {#7}</p>
<p>y(100) es {#8}</p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
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            <![CDATA[{:SA:=#sol1}]]>
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            <![CDATA[{:SA:=#sol2}]]>
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        <wirissubquestion>
            <![CDATA[{:SA:=#sol3}]]>
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        <wirissubquestion>
            <![CDATA[{:SA:=#sol4}]]>
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        <wirissubquestion>
            <![CDATA[{:MC:=Fiable~Poco fiable~No se debe hacer}]]>
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        <wirissubquestion>
            <![CDATA[{:MC:=Fiable~Poco fiable~No se debe hacer}]]>
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            <![CDATA[{:MC:Fiable~=Poco fiable~No se debe hacer}]]>
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        <wirissubquestion>
            <![CDATA[{:MC:Fiable~Poco fiable~=No se debe hacer}]]>
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&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;99&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;10&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;10&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;13&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol2&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;10&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;20&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol3&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;10&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;30&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol4&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;10&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;100&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="check_simplified"/&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;option name="float_format"&gt;f&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12949-11011 -->
 <question type="shortanswerwiris">
    <name>
      <text>Ariketa_4</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p>Los parámetros correspondientes a esta distribución bidimensional son:</p>
<table border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td width="48">
<p align="center">X</p>
</td>
<td width="48">
<p align="center">0</p>
</td>
<td width="48">
<p align="center">1</p>
</td>
<td width="48">
<p align="center">2</p>
</td>
<td width="48">
<p align="center">3</p>
</td>
<td width="48">
<p align="center">3</p>
</td>
<td width="48">
<p align="center">4</p>
</td>
<td width="48">
<p align="center">5</p>
</td>
<td width="48">
<p align="center">6</p>
</td>
<td width="48">
<p align="center">7</p>
</td>
<td width="48">
<p align="center">8</p>
</td>
<td width="48">
<p align="center">9</p>
</td>
</tr>
<tr>
<td width="48">
<p align="center">Y</p>
</td>
<td width="48">
<p align="center">1</p>
</td>
<td width="48">
<p align="center">4</p>
</td>
<td width="48">
<p align="center">6</p>
</td>
<td width="48">
<p align="center">2</p>
</td>
<td width="48">
<p align="center">4</p>
</td>
<td width="48">
<p align="center">8</p>
</td>
<td width="48">
<p align="center">6</p>
</td>
<td width="48">
<p align="center">5</p>
</td>
<td width="48">
<p align="center">3</p>
</td>
<td width="48">
<p align="center">6</p>
</td>
<td width="48">
<p align="center">9</p>
</td>
</tr>
</tbody>
</table>
<p>«math xmlns=¨http://www.w3.org/1998/Math/MathML¨»«mstyle mathsize=¨14px¨»«mrow»«mover»«mi»x«/mi»«mo»§#175;«/mo»«/mover»«mo»§#160;«/mo»«mo»=«/mo»«/mrow»«/mstyle»«/math»#medx     «math xmlns=¨http://www.w3.org/1998/Math/MathML¨»«mstyle mathsize=¨14px¨»«mover»«mi»y«/mi»«mo»§#175;«/mo»«/mover»«mo»=«/mo»«/mstyle»«/math»#medy        «math xmlns=¨http://www.w3.org/1998/Math/MathML¨»«mstyle mathsize=¨14px¨»«mrow»«msub»«mi»§#963;«/mi»«mrow»«mi»x«/mi»«mi»y«/mi»«/mrow»«/msub»«mo»=«/mo»«/mrow»«/mstyle»«/math»#covar</p>
<p>«math xmlns=¨http://www.w3.org/1998/Math/MathML¨»«mstyle mathsize=¨14px¨»«msub»«mi»§#963;«/mi»«mi»x«/mi»«/msub»«mo»=«/mo»«/mstyle»«/math»#dtx         «math xmlns=¨http://www.w3.org/1998/Math/MathML¨»«mstyle mathsize=¨14px¨»«msub»«mi»§#963;«/mi»«mi»y«/mi»«/msub»«mo»=«/mo»«/mstyle»«/math»#dty          «math xmlns=¨http://www.w3.org/1998/Math/MathML¨»«mstyle mathsize=¨14px¨»«mi»r«/mi»«mo»§#160;«/mo»«mo»=«/mo»«/mstyle»«/math»  #r1</p>
<p>Halla las ecuaciones de las dos rectas de regresión X sobre Y e Y sobre X.</p>
<p><span style="color: #ff0000;">Utiliza punto ( . ) para los valores decimales</span></p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>1.0000000</defaultgrade>
    <penalty>0.3333333</penalty>
    <hidden>0</hidden>
    <usecase>0</usecase>
    <answer fraction="100" format="moodle_auto_format">
      <text><![CDATA[<math xmlns="http://www.w3.org/1998/Math/MathML"><mi>R</mi><mi mathvariant="normal">e</mi><mi>c</mi><mi>t</mi><mi>a</mi><mo>-</mo><mi>r</mi><mi mathvariant="normal">e</mi><mi>g</mi><mi>r</mi><mi mathvariant="normal">e</mi><mi>s</mi><mi mathvariant="normal">i</mi><mi>&#x000F3;</mi><mi>n</mi><mo>-</mo><mi>Y</mi><mo>-</mo><mi>s</mi><mi>o</mi><mi>b</mi><mi>r</mi><mi mathvariant="normal">e</mi><mo>-</mo><mi>X</mi><mo>=</mo><mo>#</mo><mi>r</mi><mi mathvariant="normal">e</mi><mi>c</mi><mi>t</mi><mn>1</mn><mspace linebreak="newline"/><mi>R</mi><mi mathvariant="normal">e</mi><mi>c</mi><mi>t</mi><mi>a</mi><mo>-</mo><mi>r</mi><mi mathvariant="normal">e</mi><mi>g</mi><mi>r</mi><mi mathvariant="normal">e</mi><mi>s</mi><mi mathvariant="normal">i</mi><mi>&#x000F3;</mi><mi>n</mi><mo>-</mo><mi>X</mi><mo>-</mo><mi>s</mi><mi>o</mi><mi>b</mi><mi>r</mi><mi mathvariant="normal">e</mi><mo>-</mo><mi>Y</mi><mo>=</mo><mo>#</mo><mi>r</mi><mi mathvariant="normal">e</mi><mi>c</mi><mi>t</mi><mn>2</mn></math>]]></text>
      <feedback format="html">
        <text></text>
      </feedback>
    </answer>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math 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xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;medx&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;medy&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;covar&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;67&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;dtx&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;77&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;dty&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;31&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;57&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;correctAnswers&gt;&lt;correctAnswer type="mathml"&gt;&lt;![CDATA[&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;i&lt;/mi&gt;&lt;mi&gt;&amp;#x000F3;&lt;/mi&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mi&gt;o&lt;/mi&gt;&lt;mi&gt;b&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;#&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mspace linebreak="newline"/&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;i&lt;/mi&gt;&lt;mi&gt;&amp;#x000F3;&lt;/mi&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mi&gt;o&lt;/mi&gt;&lt;mi&gt;b&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;#&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/math&gt;]]&gt;&lt;/correctAnswer&gt;&lt;/correctAnswers&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;option name="float_format"&gt;f&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="inputField"&gt;popupEditor&lt;/data&gt;&lt;data name="gradeCompound"&gt;distribute&lt;/data&gt;&lt;data name="gradeCompoundDistribution"&gt;&lt;/data&gt;&lt;data name="casSession"/&gt;&lt;data name="inputCompound"&gt;true&lt;/data&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12950-11012 -->
 <question type="shortanswerwiris">
    <name>
      <text>Ariketa_6</text>
    </name>
    <questiontext format="html">
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" alt="" height="167" width="538" /></p>
<p><span style="color: #ff0000;">Utiliza pu</span><span style="color: #ff0000;">nto ( . ) para los val</span><span style="color: #ff0000;">ores decimales</span></p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>1.0000000</defaultgrade>
    <penalty>0.3333333</penalty>
    <hidden>0</hidden>
    <usecase>0</usecase>
    <answer fraction="100" format="moodle_auto_format">
      <text><![CDATA[<math xmlns="http://www.w3.org/1998/Math/MathML"><mi>a</mi><mo>)</mo><mi>r</mi><mo>=</mo><mo>#</mo><mi>r</mi><mn>1</mn><mspace linebreak="newline"/><mi>b</mi><mo>)</mo><mi>R</mi><mi mathvariant="normal">e</mi><mi>c</mi><mi>t</mi><mi>a</mi><mi>r</mi><mi mathvariant="normal">e</mi><mi>g</mi><mi>r</mi><mi mathvariant="normal">e</mi><mi>s</mi><mi mathvariant="normal">i</mi><mi>&#x000F3;</mi><mi>n</mi><mo>=</mo><mo>#</mo><mi>r</mi><mi mathvariant="normal">e</mi><mi>c</mi><mi>t</mi><mspace linebreak="newline"/><mi>c</mi><mo>)</mo><mi>p</mi><mi mathvariant="normal">e</mi><mi>s</mi><mi>o</mi><mo>=</mo><mo>#</mo><mi>p</mi></math>]]></text>
      <feedback format="html">
        <text></text>
      </feedback>
    </answer>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mfrac&gt;&lt;mrow&gt;&lt;mn&gt;40&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;10&lt;/mn&gt;&lt;/mrow&gt;&lt;/mfrac&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;69&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;correctAnswers&gt;&lt;correctAnswer type="mathml"&gt;&lt;![CDATA[&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;#&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mspace linebreak="newline"/&gt;&lt;mi&gt;b&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;i&lt;/mi&gt;&lt;mi&gt;&amp;#x000F3;&lt;/mi&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;#&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mspace linebreak="newline"/&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mi&gt;o&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;#&lt;/mo&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;/math&gt;]]&gt;&lt;/correctAnswer&gt;&lt;/correctAnswers&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;true&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;option name="float_format"&gt;f&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="inputField"&gt;popupEditor&lt;/data&gt;&lt;data name="gradeCompound"&gt;distribute&lt;/data&gt;&lt;data name="gradeCompoundDistribution"&gt;&lt;/data&gt;&lt;data name="casSession"/&gt;&lt;data name="inputCompound"&gt;true&lt;/data&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12951-11013 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa_7</text>
    </name>
    <questiontext format="html">
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" alt="" height="141" width="543"></p>
<p>&nbsp;</p>
<p><span style="color: #ff0000;">Utiliza punto ( . ) para valores decimales</span></p>
<p>Recta de regresión&nbsp; de Y sobre X :&nbsp; y =&nbsp; {#1}</p>
<p>Alargamiento con 100 g = {#2} cm</p>
<p>Alargamiento con 500 g = {#3} cm</p>
<p>Correlación = {#4}</p>
<p>Es más fiable {#5}</p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>6.0000000</defaultgrade>
    <penalty>0.3333333</penalty>
    <hidden>0</hidden>
    <wirissubquestions>
        <wirissubquestion>
            <![CDATA[{2:SA:=#rect}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#sol1}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#sol2}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#r}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:MC:=Primera estimación~Segunda estimación}]]>
        </wirissubquestion>
    </wirissubquestions>
    <wirisquestion>
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xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;051&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;100&lt;/mn&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;01&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol2&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;051&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;500&lt;/mn&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;01&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math 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xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol2&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;25.49&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.051431&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0.010342&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion 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 <!-- resourceid-resourcedataid: 12952-11014 -->
 <question type="shortanswerwiris">
    <name>
      <text>Ariketa_8</text>
    </name>
    <questiontext format="html">
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" alt="" /></p>
<p><span style="color: #ff0000;">Utiliza pu</span><span style="color: #ff0000;">nto ( . ) para los val</span><span style="color: #ff0000;">ores decimales</span></p>
<p><span style="color: #ff0000;">Redondea la respuesta del apartado b)<br /></span></p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>1.0000000</defaultgrade>
    <penalty>0.3333333</penalty>
    <hidden>0</hidden>
    <usecase>0</usecase>
    <answer fraction="100" format="moodle_auto_format">
      <text><![CDATA[<math xmlns="http://www.w3.org/1998/Math/MathML"><mi>a</mi><mo>)</mo><mi>R</mi><mi mathvariant="normal">e</mi><mi>c</mi><mi>t</mi><mi>a</mi><mo>-</mo><mi>r</mi><mi mathvariant="normal">e</mi><mi>g</mi><mi>r</mi><mi mathvariant="normal">e</mi><mi>s</mi><mi mathvariant="normal">i</mi><mi>&#x000F3;</mi><mi>n</mi><mo>=</mo><mo>#</mo><mi>r</mi><mi mathvariant="normal">e</mi><mi>c</mi><mi>t</mi><mspace linebreak="newline"/><mi>b</mi><mo>)</mo><mi>C</mi><mi>a</mi><mi>n</mi><mi>t</mi><mi mathvariant="normal">i</mi><mi mathvariant="normal">d</mi><mi>a</mi><mi mathvariant="normal">d</mi><mo>-</mo><mi mathvariant="normal">d</mi><mi mathvariant="normal">e</mi><mo>-</mo><mi>g</mi><mi>&#x000E9;</mi><mi>r</mi><mi>m</mi><mi mathvariant="normal">e</mi><mi>n</mi><mi mathvariant="normal">e</mi><mi>s</mi><mo>-</mo><mi>t</mi><mi>r</mi><mi>a</mi><mi>n</mi><mi>c</mi><mi>u</mi><mi>r</mi><mi>r</mi><mi mathvariant="normal">i</mi><mi mathvariant="normal">d</mi><mi>a</mi><mi>s</mi><mo>-</mo><mn>6</mn><mo>-</mo><mi>h</mi><mi>o</mi><mi>r</mi><mi>a</mi><mi>s</mi><mo>=</mo><mo>#</mo><mi>g</mi><mspace linebreak="newline"/><mi>c</mi><mo>)</mo><mi>r</mi><mo>=</mo><mo>#</mo><mi>r</mi><mn>1</mn></math>]]></text>
      <feedback format="html">
        <text></text>
      </feedback>
    </answer>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;20&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;26&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;33&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;41&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;47&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;53&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;correlacion&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;60&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;6.7429&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;19.81&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.14799&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;2.9264&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r1&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;0.99895&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;correctAnswers&gt;&lt;correctAnswer type="mathml"&gt;&lt;![CDATA[&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;i&lt;/mi&gt;&lt;mi&gt;&amp;#x000F3;&lt;/mi&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;#&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mspace linebreak="newline"/&gt;&lt;mi&gt;b&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mi&gt;C&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;i&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;d&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;d&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi mathvariant="normal"&gt;d&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mi&gt;&amp;#x000E9;&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi&gt;m&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;e&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mi&gt;u&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;i&lt;/mi&gt;&lt;mi mathvariant="normal"&gt;d&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;mi&gt;o&lt;/mi&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;#&lt;/mo&gt;&lt;mi&gt;g&lt;/mi&gt;&lt;mspace linebreak="newline"/&gt;&lt;mi&gt;c&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;#&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;/math&gt;]]&gt;&lt;/correctAnswer&gt;&lt;/correctAnswers&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;3&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;true&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;option name="float_format"&gt;f&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="inputField"&gt;popupEditor&lt;/data&gt;&lt;data name="gradeCompound"&gt;distribute&lt;/data&gt;&lt;data name="gradeCompoundDistribution"&gt;&lt;/data&gt;&lt;data name="casSession"/&gt;&lt;data name="inputCompound"&gt;true&lt;/data&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12953-11015 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa_9</text>
    </name>
    <questiontext format="html">
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" alt="" height="202" width="518" /></p>
<p><span style="color: #ff0000;">Utiliza punto ( . ) para valores decimales</span></p>
<p> </p>
<p>a) Coeficiente correlación  {#1}</p>
<p>b) Recta de regresión  de Y sobre X :  y =  {#2}</p>
<p>    Altura del agua transcurridos 40 horas  {#3}metros.</p>
<p>c) Recta de regresión  de X sobre Y :  x =  {#4}</p>
<p>    Tiempo transcurrido para que suene la alarma {#5} horas.</p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>5.0000000</defaultgrade>
    <penalty>0.3333333</penalty>
    <hidden>0</hidden>
    <wirissubquestions>
        <wirissubquestion>
            <![CDATA[{1:SA:=#r}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#rect11}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#sol1}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#rect21}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#sol2}]]>
        </wirissubquestion>
    </wirissubquestions>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;8&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;22&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;27&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;33&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;50&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;17&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;14&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;12&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;11&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;correlacion&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;26&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;40&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;19&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;37&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol2&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;77&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;73&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;27&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect11&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;26&lt;/mn&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;19&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;37&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect21&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;77&lt;/mn&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;73&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;27&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0.99651&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol1&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;8.97&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol2&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;65.73&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0.26321&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;19.37&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;3.7727&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;73.273&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;option name="float_format"&gt;f&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12941-11003 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa-12</text>
    </name>
    <questiontext format="html">
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" alt="" height="113" width="579" /></p>
<p> Se pide:</p>
<ol>
<li>Indicar cuál es el diagrama de dispersión de los datos.<br /><br />{#1}<br /><br /></li>
<li>Calcular el coeficiente de correlación lineal  {#2}</li>
</ol>
<p><span style="font-size: x-small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>
<p> </p>
<div> </div>
<p> </p>]]></text>
    </questiontext>
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      <text></text>
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    <defaultgrade>2.0000000</defaultgrade>
    <penalty>0.1000000</penalty>
    <hidden>0</hidden>
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        <wirissubquestion>
            <![CDATA[{1:MCH:=#graf1~#graf2}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#r}]]>
        </wirissubquestion>
    </wirissubquestions>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mtable&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;T1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;tablero&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;T2&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;tablero&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;graf1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;dibujar&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;T1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;graf2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;dibujar&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;T2&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;/mtable&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;correlacion&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;0005&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;2600&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;89&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;0005&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;89&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;media&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mn&gt;0.87879&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12942-11004 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa-13</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p><img 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" alt="" height="125" width="572" /></p>
<p>Se pide:</p>
<ol>
<li>Indicar cuál es el diagrama de dispersión de los datos.<br /><br />{#1}<br /><br /></li>
<li>Calcular el coeficiente de correlación lineal  {#2}</li>
<li>¿Se puede estimar la tasa de inflación a partir del IPC? {#3} ya que  {#4} es {#5}</li>
</ol>
<p><span style="font-size: x-small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>
<p> </p>
<div> </div>
<p> </p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>5.0000000</defaultgrade>
    <penalty>0.1000000</penalty>
    <hidden>0</hidden>
    <wirissubquestions>
        <wirissubquestion>
            <![CDATA[{1:MCH:=#graf2~#graf1}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:SA:=#r}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:MC:=No~Si}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:MC:el-IPC~=la-relación-entre-las-variables}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:MC:=baja~Negativa}]]>
        </wirissubquestion>
    </wirissubquestions>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mtable&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;8&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;T1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;tablero&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;12&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;12&lt;/mn&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;T2&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;tablero&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;12&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;12&lt;/mn&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;graf2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;dibujar&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;T1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;8&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;graf1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;dibujar&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;T2&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;8&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;/mtable&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;correlacion&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;0005&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;2600&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;89&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;0005&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;89&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;media&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0.2401&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 
 <!-- resourceid-resourcedataid: 12943-11005 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa-14</text>
    </name>
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      <text><![CDATA[<p><img 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" alt="" height="109" width="553" /></p>
<p><br />El peso medio de los escolares es  {#1} kg.</p>
<p>El signo del coeficiente de correlación lineal es {#2}</p>
<p> </p>
<p><span style="font-size: small;"> <span style="color: #ff0000;">En lugar de la coma decimal, utilizar el punto.</span></span></p>
<p> </p>
<div> </div>
<p> </p>]]></text>
    </questiontext>
    <generalfeedback format="html">
      <text></text>
    </generalfeedback>
    <defaultgrade>2.0000000</defaultgrade>
    <penalty>0.1000000</penalty>
    <hidden>0</hidden>
    <wirissubquestions>
        <wirissubquestion>
            <![CDATA[{1:SA:=50}]]>
        </wirissubquestion>
        <wirissubquestion>
            <![CDATA[{1:MC:Negativo~=Positivo}]]>
        </wirissubquestion>
    </wirissubquestions>
    <wirisquestion>
&lt;question&gt;&lt;wirisCasSession&gt;&lt;![CDATA[&lt;session lang="es" version="2.0"&gt;&lt;library closed="false"&gt;&lt;mtext style="color:#ffc800" xml:lang="es"&gt;variables&lt;/mtext&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mtable&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;8&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;T1&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;tablero&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;12&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;12&lt;/mn&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;T2&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;tablero&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mfenced&gt;&lt;mrow&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;12&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;12&lt;/mn&gt;&lt;/mrow&gt;&lt;/mfenced&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;graf2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;dibujar&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;T1&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;8&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;mtr&gt;&lt;mtd&gt;&lt;mi&gt;graf1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;dibujar&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;T2&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;6&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;8&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;punto&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mn&gt;7&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mtd&gt;&lt;/mtr&gt;&lt;/mtable&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect2&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect1&lt;/mi&gt;&lt;mo&gt;:&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;recta_de_regresión&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;correlacion&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;sol&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;0005&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mn&gt;2600&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;89&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;rect&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;0005&lt;/mn&gt;&lt;mo&gt;*&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;89&lt;/mn&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mi&gt;media&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;Y&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/library&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;/math&gt;&lt;/input&gt;&lt;output&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"&gt;&lt;mo&gt;-&lt;/mo&gt;&lt;mn&gt;0.2401&lt;/mn&gt;&lt;/math&gt;&lt;/output&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;group&gt;&lt;command&gt;&lt;input&gt;&lt;math xmlns="http://www.w3.org/1998/Math/MathML"/&gt;&lt;/input&gt;&lt;/command&gt;&lt;/group&gt;&lt;/session&gt;]]&gt;&lt;/wirisCasSession&gt;&lt;assertions&gt;&lt;assertion name="syntax_expression"/&gt;&lt;assertion name="equivalent_symbolic"/&gt;&lt;/assertions&gt;&lt;options&gt;&lt;option name="tolerance"&gt;10^(-1)&lt;/option&gt;&lt;option name="relative_tolerance"&gt;false&lt;/option&gt;&lt;option name="precision"&gt;2&lt;/option&gt;&lt;option name="implicit_times_operator"&gt;false&lt;/option&gt;&lt;option name="times_operator"&gt;·&lt;/option&gt;&lt;option name="imaginary_unit"&gt;i&lt;/option&gt;&lt;/options&gt;&lt;localData&gt;&lt;data name="casSession"/&gt;&lt;/localData&gt;&lt;/question&gt;    </wirisquestion>
  </question>
 </quiz>
