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      <header alignment="Center" color="#a9a9a9">&amp;[DATE] &amp;[TIME] - &amp;[FILENAME]</header>
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      <title lang="eng">
        <p>     Stem(data)     </p>
      </title>
    </area>
    <region id="1" left="9" top="45" width="440" height="275" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
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          <p>Stem construction over a data set</p>
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          <e type="operand">stem</e>
          <e type="operand">i</e>
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          <e type="operand">data</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
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          <e type="operand">data</e>
          <e type="operand">i</e>
          <e type="operand">2</e>
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          <e type="operand">data</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">0</e>
          <e type="operand">2</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="6">mat</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand" style="string" />
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">stem</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="operand">1</e>
          <e type="operator" args="2">-</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">stem</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">stem</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">stem</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="bracket">(</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">0</e>
          <e type="operand">1</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="4">mat</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">V</e>
          <e type="operand">stem</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">:</e>
          <e type="operand">j</e>
          <e type="operand">2</e>
          <e type="operand">stem</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="operand">1</e>
          <e type="operator" args="2">-</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">V</e>
          <e type="operand">V</e>
          <e type="operand">stem</e>
          <e type="operand">j</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">V</e>
          <e type="operand">V</e>
          <e type="operand">data</e>
          <e type="operand">data</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">row</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="operand">7</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="9">line</e>
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    <text lang="eng">
      <p bold="true">The Hofstadter sequemce</p>
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        <e type="operand">n</e>
        <e type="operand">1000</e>
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        <e type="operand">1</e>
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        <e type="operand">Q</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">1</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
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        <e type="operand">1</e>
        <e type="operand">i</e>
        <e type="operand">2</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">Q</e>
        <e type="operand">i</e>
        <e type="operand">Q</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
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        <e type="operand">Q</e>
        <e type="operand">i</e>
        <e type="operand">Q</e>
        <e type="operand">i</e>
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        <e type="operand">Hof</e>
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        <e type="operand">Q</e>
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        <e type="operand">X</e>
        <e type="operand">Hof</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="2">col</e>
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        <e type="operand">Hof</e>
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        <e type="operand">1</e>
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        <e type="operand">X</e>
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        <e type="operand">X</e>
        <e type="operand">Y</e>
        <e type="function" preserve="true" args="2">Intercept</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
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      <result action="numeric">
        <e type="operand">0.5021</e>
        <e type="operand">2.3351</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
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        <e type="operand">Hof</e>
        <e type="operand">2.335</e>
        <e type="operand">0.5</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
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    <math>
      <input>
        <e type="operand">c</e>
        <e type="operand">X</e>
        <e type="operand">Y</e>
        <e type="function" preserve="true" args="2">Intercept</e>
        <e type="operator" args="2">:</e>
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      <input>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">n</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">h</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">Q</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">i</e>
        <e type="operand">2</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">-</e>
        <e type="operand">c</e>
        <e type="operator" args="2">-</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
      </input>
    </math>
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    <math>
      <input>
        <e type="operand">Detrend</e>
        <e type="operand">idx</e>
        <e type="operand">h</e>
        <e type="function" preserve="true" args="2">augment</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
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      <description active="true" position="Top" lang="eng">
        <p>Burst: [24, 48, 96, 384, 776]</p>
      </description>
      <input>
        <e type="operand">Detrend</e>
        <e type="operand">0</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
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  <region id="15" left="18" top="774" width="376" height="136" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
    <text lang="eng">
      <p>About this sequence, Steven Finch [Mathsoft] had a longer discours but no application.As Steven observed, slope is apparently asympotic 0.5, but Intercept is vagary.That may simply mean Intercept is in some ways inappropriate, suffering from the weight of the bursts. Silently it may affectprojects of similar nature. </p>
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    <area single="true" collapsed="true" />
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  <region id="17" left="9" top="1017" width="279" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
    <text lang="eng">
      <p bold="true">The Hofstadter sequemce</p>
    </text>
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    <math>
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        <e type="operand">j</e>
        <e type="operand">400</e>
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        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">j</e>
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        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">1</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">1</e>
        <e type="operand">i</e>
        <e type="operand">2</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operator" args="2">-</e>
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        <e type="operator" args="2">-</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="operand">2</e>
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        <e type="operator" args="2">-</e>
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        <e type="operand">1</e>
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        <e type="operator" args="2">:</e>
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        <e type="operand">hof</e>
        <e type="operand">idx</e>
        <e type="operand">Ω</e>
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        <e type="operator" args="2">:</e>
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        <e type="operand">vx</e>
        <e type="operand">hof</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">vy</e>
        <e type="operand">hof</e>
        <e type="operand">2</e>
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        <e type="operator" args="2">:</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
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    </math>
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        <e type="operand">vy</e>
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        <e type="operand">vx</e>
        <e type="operand">vy</e>
        <e type="function" preserve="true" args="2">Intercept</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
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      <result action="numeric">
        <e type="operand">0.5046</e>
        <e type="operand">1.8938</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
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        <e type="operand">hof</e>
        <e type="operand">0</e>
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        <e type="operand">2</e>
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        <e type="operand">c</e>
        <e type="operand">vx</e>
        <e type="operand">vy</e>
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        <e type="operator" args="2">:</e>
      </input>
    </math>
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        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">λ</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">i</e>
        <e type="operand">2</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">-</e>
        <e type="operand">2</e>
        <e type="operator" args="2">-</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
      </input>
    </math>
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  <region id="27" left="405" top="1305" width="204" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">Detrend</e>
        <e type="operand">idx</e>
        <e type="operand">λ</e>
        <e type="function" preserve="true" args="2">augment</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="28" left="9" top="1395" width="755" height="158" color="#000000" bgColor="#ffffff" fontSize="10" showInputData="False">
    <plot type="2d" render="lines" scale_x="0.0880518771357465" scale_y="0.0510104732006733" scale_z="0.228307163387779" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-350" transpose_y="-7" transpose_z="0">
      <description active="true" position="Top" lang="eng">
        <p>Burst: [24, 48, 96, 192, 384, 776] ... distinctive burst appear &amp; 96 as they can be detected</p>
      </description>
      <input>
        <e type="operand">Detrend</e>
        <e type="function" args="1">Stem</e>
        <e type="operand">24</e>
        <e type="operand">16</e>
        <e type="operand">24</e>
        <e type="operand">16</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operand" style="string" />
        <e type="operand">48</e>
        <e type="operand">16</e>
        <e type="operand">48</e>
        <e type="operand">16</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operand">96</e>
        <e type="operand">40</e>
        <e type="operand">96</e>
        <e type="operand">40</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operand">192</e>
        <e type="operand">40</e>
        <e type="operand">192</e>
        <e type="operand">40</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operand">6</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="8">sys</e>
      </input>
    </plot>
  </region>
  <region id="29" left="9" top="1611" width="279" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
    <text lang="eng">
      <p bold="true">The Hofstadter sequemce</p>
    </text>
  </region>
  <region id="30" left="405" top="1611" width="68" height="24" color="#000000" bgColor="#ebebeb" fontSize="10">
    <math>
      <input>
        <e type="operand">j</e>
        <e type="operand">6208</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="31" left="558" top="1611" width="118" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">3104</e>
        <e type="operand">2</e>
        <e type="operator" args="2">*</e>
      </input>
      <result action="numeric">
        <e type="operand">6208</e>
      </result>
    </math>
  </region>
  <region id="32" left="9" top="1647" width="333" height="94" color="#000000" bgColor="#ebebeb" fontSize="10">
    <math>
      <input>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">1</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">1</e>
        <e type="operand">i</e>
        <e type="operand">2</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operator" args="2">-</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operator" args="2">-</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="operand">Ω</e>
        <e type="operand">i</e>
        <e type="operand">2</e>
        <e type="operator" args="2">-</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operator" args="2">-</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operator" args="2">+</e>
        <e type="function" preserve="true" args="5">cases</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
      </input>
    </math>
  </region>
  <region id="33" left="405" top="1647" width="91" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">idx</e>
        <e type="operand">1</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="34" left="405" top="1674" width="171" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math optimize="2">
      <input>
        <e type="operand">hof</e>
        <e type="operand">idx</e>
        <e type="operand">Ω</e>
        <e type="function" preserve="true" args="2">augment</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="35" left="396" top="1710" width="260" height="27" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">96</e>
        <e type="operand">192</e>
        <e type="operand">384</e>
        <e type="operand">776</e>
        <e type="operand">1552</e>
        <e type="operand">3104</e>
        <e type="operand">6208</e>
        <e type="operand">1</e>
        <e type="operand">7</e>
        <e type="function" preserve="true" args="9">mat</e>
      </input>
    </math>
  </region>
  <region id="36" left="9" top="1746" width="240" height="158" color="#000000" bgColor="#ffffff" fontSize="10">
    <plot type="2d" render="lines" scale_x="0.0029508812867996" scale_y="0.0029508812867996" scale_z="0.0029508812867996" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-81" transpose_y="-50" transpose_z="0">
      <input>
        <e type="operand">hof</e>
        <e type="operand">1</e>
        <e type="operand">0.5</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
      </input>
    </plot>
  </region>
  <region id="37" left="396" top="1746" width="217" height="32" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">hof</e>
        <e type="operand">hof</e>
        <e type="operand">3104</e>
        <e type="operand">6208</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="function" preserve="true" args="3">el</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="38" left="396" top="1782" width="264" height="29" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">vx</e>
        <e type="operand">hof</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">vy</e>
        <e type="operand">hof</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="4">mat</e>
      </input>
    </math>
  </region>
  <region id="39" left="396" top="1809" width="240" height="49" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">vx</e>
        <e type="operand">vy</e>
        <e type="function" preserve="true" args="2">Slope</e>
        <e type="operand">vx</e>
        <e type="operand">vy</e>
        <e type="function" preserve="true" args="2">Intercept</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
      </input>
      <result action="numeric">
        <e type="operand">0.5003</e>
        <e type="operand">2.7635</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
      </result>
    </math>
  </region>
  <region id="40" left="324" top="1863" width="359" height="67" border="true" color="#000000" bgColor="#ffffe1">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 20pt"><strong><span style="color: Blue">Conclusion . . .</span></strong></span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 14pt">1. slope is close true 0.5      2. intercept uncertain</span></span></div></span>]]></writer>
  </region>
  <region id="41" left="144" top="1935" width="190" height="47" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">0.4995</e>
        <e type="operand">0.5003</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="function" preserve="true" args="1">Mean</e>
      </input>
      <result action="numeric">
        <e type="operand">0.4999</e>
      </result>
    </math>
  </region>
  <region id="42" left="324" top="1935" width="416" height="48" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">0.5134</e>
        <e type="operand">1.1782</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operand">0.509</e>
        <e type="operand">0.7837</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operand">0.5027</e>
        <e type="operand">2.0114</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operand">0.5008</e>
        <e type="operand">3.139</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operand">0.4995</e>
        <e type="operand">5.3764</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operand">0.5003</e>
        <e type="operand">2.7635</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operand">1</e>
        <e type="operand">6</e>
        <e type="function" preserve="true" args="8">mat</e>
      </input>
    </math>
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