<?xml version="1.0" encoding="UTF-8"?>
<quiz>
 <!-- categoryid: 1254 -->
 <question type="category"><category><text>MATE CCSS I/Tema 6- Estadistica bidimensional/Galdetegiak egiteko</text></category></question>
 
 <!-- resourceid-resourcedataid: 12945-11007 -->
 <question type="multianswerwiris">
    <name>
      <text>Ariketa_11</text>
    </name>
    <questiontext format="html">
      <text><![CDATA[<p> <img src="data:image/png;base64,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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>
 </quiz>
