﻿<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<?application progid="SMath Studio Desktop" version="0.98.6179.21440"?>
<regions>
  <settings>
    <identity>
      <id>1026036c-0e2a-40b8-a662-a54bf62c135c</id>
      <revision>13</revision>
    </identity>
    <calculation>
      <precision>3</precision>
      <exponentialThreshold>12</exponentialThreshold>
      <fractions>decimal</fractions>
    </calculation>
    <pageModel active="true" printAreas="true" simpleEqualsOnly="false" printBackgroundImages="true">
      <paper id="1" orientation="Portrait" width="850" height="1100" />
      <margins left="39" right="39" top="39" bottom="39" />
      <header alignment="Center" color="#a9a9a9">&amp;[DATE] &amp;[TIME] - &amp;[FILENAME]</header>
      <footer alignment="Center" color="#a9a9a9">&amp;[PAGENUM] / &amp;[COUNT]</footer>
      <backgrounds />
    </pageModel>
    <dependencies>
      <assembly name="SMath Studio Desktop" version="0.98.6179.21440" guid="a37cba83-b69c-4c71-9992-55ff666763bd" />
      <assembly name="Math Region" version="0.98.6179.21440" guid="02f1ab51-215b-466e-a74d-5d8b1cf85e8d" />
      <assembly name="Picture Region" version="1.10.6179.21444" guid="06b5df04-393e-4be7-9107-305196fcb861" />
      <assembly name="Special Functions" version="1.11.6179.21442" guid="2814e667-4e12-48b1-8d51-194e480eabc5" />
      <assembly name="Text Region" version="1.10.6179.21446" guid="485d28c5-349a-48b6-93be-12a35a1c1e39" />
      <assembly name="Writer Region" version="0.8.6150.16713" guid="5922d677-323f-4327-8c68-be902d8339ad" />
      <assembly name="Plot Region" version="1.9.6179.21450" guid="c451c2b5-798b-4f08-b9ec-b90963d1ddaa" />
    </dependencies>
    <mode debug="true" />
  </settings>
  <region id="0" left="9" top="45" width="565" height="147" 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: 14pt"><strong><span style="color: Teal">Gaussian from convolution . . .</span></strong></span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">The complete convolution of two Gaussian is a  <strong><span style="color: Blue">slightly skewed</span></strong> Gaussian. </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">Very useful for fitting data sets of convolving underlying properties, from which </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">no  PDF model can be found. Such a demand was done with great success Mathcad .</span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">In addition to the <strong><span style="color: Blue">[3]</span></strong> base parameters <span style="color: Blue">[W1, W2, m]</span>, The resulting Gaussian can be</span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">shifted/magified [&#177;]. Set properly <span style="color: Blue">L(t), U(t)</span> to avoid </span><span style="font-size: 14pt"><strong><span style="color: Red">cigar</span></strong></span><span style="font-size: 12pt"> convolution </span><span style="font-size: 18pt"><strong><span style="color: Red">!</span></strong></span></span></div></span>]]></writer>
  </region>
  <region id="1" left="9" top="198" width="110" height="47" color="#000000" bgColor="#ffe1e1" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">t</e>
        <e type="function" args="1">U</e>
        <e type="operand">2</e>
        <e type="operand">t</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">min</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="2" left="126" top="198" width="131" height="47" color="#000000" bgColor="#ffe1e1" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">t</e>
        <e type="function" args="1">L</e>
        <e type="operand">2</e>
        <e type="operator" args="1">-</e>
        <e type="operand">t</e>
        <e type="operand">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">mat</e>
        <e type="function" preserve="true" args="1">max</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="3" left="288" top="207" width="189" height="27" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">W1</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
        <e type="operand">W2</e>
        <e type="operand">0.75</e>
        <e type="operator" args="2">:</e>
        <e type="operand">m</e>
        <e type="operand">0.5</e>
        <e type="operator" args="2">:</e>
        <e type="operand">1</e>
        <e type="operand">3</e>
        <e type="function" preserve="true" args="5">mat</e>
      </input>
    </math>
  </region>
  <region id="4" left="504" top="207" width="67" height="29" color="#000000" bgColor="#ffffff">
    <picture>
      <raw format="png" encoding="base64">iVBORw0KGgoAAAANSUhEUgAAADsAAAAVCAYAAAD4g5b1AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAAC5SURBVFhH5ZRRCoQwDAUX8f4nlu2iEJDHGND2hcUOzI+amgHx0ybiiN2+W5nrsuJ1h0pZ7B4Z0n2Hij32HPnaWIoM6XmHyvBYilNpzqEyLJairqR5h0p3LMW4pPdnKo9jaRm3tEemcjuWlqiS9slUjlg6+A0qjz5jOrhC2iVT6fpB0UJOaYdMpSs2pMUy6QyHypDYkMJImnWoDI0NKfAszThULLEhhe7G/WqsseFUseFfxM7CRLGt/QDEBged7UtWcwAAAABJRU5ErkJggg==</raw>
    </picture>
  </region>
  <region id="5" left="576" top="207" width="85" height="24" color="#000000" bgColor="#e1ff80" fontSize="10">
    <text lang="eng">
      <p>&lt;= 'm' =&gt;</p>
    </text>
  </region>
  <region id="6" left="9" top="252" width="305" height="189" border="true" color="#000000" bgColor="#ffffe1" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">t</e>
        <e type="function" args="1">X</e>
        <e type="operand">1.5</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="2">*</e>
        <e type="operand">W1</e>
        <e type="operand">π</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">/</e>
        <e type="operand">4</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="operator" args="2">*</e>
        <e type="operand">t</e>
        <e type="operand">W1</e>
        <e type="operator" args="2">/</e>
        <e type="bracket">(</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
        <e type="operand">t</e>
        <e type="function" args="1">H</e>
        <e type="operand">1.5</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="2">*</e>
        <e type="operand">W2</e>
        <e type="operand">π</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">/</e>
        <e type="operand">4</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="operator" args="2">*</e>
        <e type="operand">t</e>
        <e type="operand">W2</e>
        <e type="operator" args="2">/</e>
        <e type="bracket">(</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
        <e type="operand">t</e>
        <e type="function" args="1">Convol</e>
        <e type="operand">u</e>
        <e type="function" args="1">X</e>
        <e type="operand">t</e>
        <e type="operand">u</e>
        <e type="operator" args="2">-</e>
        <e type="function" args="1">H</e>
        <e type="operator" args="2">*</e>
        <e type="operand">u</e>
        <e type="operand">t</e>
        <e type="function" args="1">L</e>
        <e type="operand">t</e>
        <e type="function" args="1">U</e>
        <e type="function" preserve="true" args="4">int</e>
        <e type="function" preserve="true" args="1">eval</e>
        <e type="operator" args="2">:</e>
        <e type="operand" style="string">green Gaussian model convolution</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="6">sys</e>
      </input>
    </math>
  </region>
  <region id="7" left="315" top="252" width="265" height="162" color="#000000" bgColor="#ffffff" fontSize="10">
    <plot type="2d" render="lines" scale_x="13.1099941915" scale_y="6.20776488500431" scale_z="13.3068953426062" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-5" transpose_y="-54" transpose_z="0">
      <description active="true" position="Top" lang="eng">
        <p>Gaussian from complete convolution</p>
      </description>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">X</e>
        <e type="operand">m</e>
        <e type="operand">x</e>
        <e type="operator" args="2">-</e>
        <e type="function" args="1">H</e>
        <e type="operand">x</e>
        <e type="function" args="1">Convol</e>
        <e type="operand">m</e>
        <e type="operand">1</e>
        <e type="operand">m</e>
        <e type="operand">0.5</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">m</e>
        <e type="operand">0.75</e>
        <e type="operand" style="string">m</e>
        <e type="operand">14</e>
        <e type="operand" style="string">green</e>
        <e type="operand">1</e>
        <e type="operand">5</e>
        <e type="function" preserve="true" args="7">mat</e>
        <e type="operand">5</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="7">sys</e>
      </input>
    </plot>
  </region>
  <region id="8" left="585" top="279" width="186" height="161" color="#000000" bgColor="#ffffff" fontSize="10" showInputData="False">
    <plot type="2d" render="lines" scale_x="3.28307557444404" scale_y="2.24238479232569" scale_z="4.36977358958502" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="1" transpose_y="0" transpose_z="0">
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">U</e>
        <e type="operand">x</e>
        <e type="function" args="1">L</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="9" left="9" top="450" width="209" height="49" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <description active="true" position="Right" lang="eng">
        <p>sanity MCD</p>
      </description>
      <input>
        <e type="operand">0.25</e>
        <e type="operator" args="1">-</e>
        <e type="function" args="1">Convol</e>
        <e type="operand">0.75</e>
        <e type="function" args="1">Convol</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">0.137</e>
        <e type="operand">0.1333</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="10" left="9" top="531" width="325" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
    <text lang="eng">
      <p bold="true">Experiment a cigar solution</p>
    </text>
  </region>
  <region id="11" left="9" top="576" width="189" height="27" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">W1</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
        <e type="operand">W2</e>
        <e type="operand">0.75</e>
        <e type="operator" args="2">:</e>
        <e type="operand">m</e>
        <e type="operand">0.5</e>
        <e type="operator" args="2">:</e>
        <e type="operand">1</e>
        <e type="operand">3</e>
        <e type="function" preserve="true" args="5">mat</e>
      </input>
    </math>
  </region>
  <region id="12" left="225" top="576" width="67" height="29" color="#000000" bgColor="#ffffff">
    <picture>
      <raw format="png" encoding="base64">iVBORw0KGgoAAAANSUhEUgAAADsAAAAVCAYAAAD4g5b1AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAAC5SURBVFhH5ZRRCoQwDAUX8f4nlu2iEJDHGND2hcUOzI+amgHx0ybiiN2+W5nrsuJ1h0pZ7B4Z0n2Hij32HPnaWIoM6XmHyvBYilNpzqEyLJairqR5h0p3LMW4pPdnKo9jaRm3tEemcjuWlqiS9slUjlg6+A0qjz5jOrhC2iVT6fpB0UJOaYdMpSs2pMUy6QyHypDYkMJImnWoDI0NKfAszThULLEhhe7G/WqsseFUseFfxM7CRLGt/QDEBged7UtWcwAAAABJRU5ErkJggg==</raw>
    </picture>
  </region>
  <region id="13" left="297" top="576" width="85" height="24" color="#000000" bgColor="#e1ff80" fontSize="10">
    <text lang="eng">
      <p>&lt;= 'm' =&gt;</p>
    </text>
  </region>
  <region id="14" left="9" top="621" width="76" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">λ</e>
        <e type="operand">0.625</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="15" left="108" top="621" width="67" height="29" color="#000000" bgColor="#ffffff">
    <picture>
      <raw format="png" encoding="base64">iVBORw0KGgoAAAANSUhEUgAAADsAAAAVCAYAAAD4g5b1AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAAC5SURBVFhH5ZRRCoQwDAUX8f4nlu2iEJDHGND2hcUOzI+amgHx0ybiiN2+W5nrsuJ1h0pZ7B4Z0n2Hij32HPnaWIoM6XmHyvBYilNpzqEyLJairqR5h0p3LMW4pPdnKo9jaRm3tEemcjuWlqiS9slUjlg6+A0qjz5jOrhC2iVT6fpB0UJOaYdMpSs2pMUy6QyHypDYkMJImnWoDI0NKfAszThULLEhhe7G/WqsseFUseFfxM7CRLGt/QDEBged7UtWcwAAAABJRU5ErkJggg==</raw>
    </picture>
  </region>
  <region id="16" left="9" top="657" width="110" height="47" color="#000000" bgColor="#ffe1e1" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">t</e>
        <e type="function" args="1">U</e>
        <e type="operand">λ</e>
        <e type="operand">t</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">min</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="17" left="153" top="657" width="131" height="47" color="#000000" bgColor="#ffe1e1" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">t</e>
        <e type="function" args="1">L</e>
        <e type="operand">λ</e>
        <e type="operator" args="1">-</e>
        <e type="operand">t</e>
        <e type="operand">λ</e>
        <e type="operator" args="2">-</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">max</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="18" left="9" top="711" width="305" height="189" border="true" color="#000000" bgColor="#ffffe1" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">t</e>
        <e type="function" args="1">X</e>
        <e type="operand">1.5</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="2">*</e>
        <e type="operand">W1</e>
        <e type="operand">π</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">/</e>
        <e type="operand">4</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="operator" args="2">*</e>
        <e type="operand">t</e>
        <e type="operand">W1</e>
        <e type="operator" args="2">/</e>
        <e type="bracket">(</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
        <e type="operand">t</e>
        <e type="function" args="1">H</e>
        <e type="operand">1.5</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="2">*</e>
        <e type="operand">W2</e>
        <e type="operand">π</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">/</e>
        <e type="operand">4</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="operator" args="2">*</e>
        <e type="operand">t</e>
        <e type="operand">W2</e>
        <e type="operator" args="2">/</e>
        <e type="bracket">(</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
        <e type="operand">t</e>
        <e type="function" args="1">Convol</e>
        <e type="operand">u</e>
        <e type="function" args="1">X</e>
        <e type="operand">t</e>
        <e type="operand">u</e>
        <e type="operator" args="2">-</e>
        <e type="function" args="1">H</e>
        <e type="operator" args="2">*</e>
        <e type="operand">u</e>
        <e type="operand">t</e>
        <e type="function" args="1">L</e>
        <e type="operand">t</e>
        <e type="function" args="1">U</e>
        <e type="function" preserve="true" args="4">int</e>
        <e type="function" preserve="true" args="1">eval</e>
        <e type="operator" args="2">:</e>
        <e type="operand" style="string">green Gaussian cigar convolution</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="6">sys</e>
      </input>
    </math>
  </region>
  <region id="19" left="315" top="711" width="265" height="162" color="#000000" bgColor="#ffffff" fontSize="10" showInputData="False">
    <plot type="2d" render="lines" scale_x="13.1099941915" scale_y="6.20776488500431" scale_z="13.3068953426062" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-5" transpose_y="-54" transpose_z="0">
      <description active="true" position="Top" lang="eng">
        <p>Gaussian "cigar" convolution</p>
      </description>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">X</e>
        <e type="operand">m</e>
        <e type="operand">x</e>
        <e type="operator" args="2">-</e>
        <e type="function" args="1">H</e>
        <e type="operand">x</e>
        <e type="function" args="1">Convol</e>
        <e type="operand">m</e>
        <e type="operand">1</e>
        <e type="operand">m</e>
        <e type="operand">0.5</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">m</e>
        <e type="operand">0.75</e>
        <e type="operand" style="string">m</e>
        <e type="operand">14</e>
        <e type="operand" style="string">green</e>
        <e type="operand">1</e>
        <e type="operand">5</e>
        <e type="function" preserve="true" args="7">mat</e>
        <e type="operand">5</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="7">sys</e>
      </input>
    </plot>
  </region>
  <region id="20" left="585" top="738" width="186" height="161" color="#000000" bgColor="#ffffff" fontSize="10" showInputData="False">
    <plot type="2d" render="lines" scale_x="8.51545251715271" scale_y="5.81616864773767" scale_z="11.3340673003303" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="1" transpose_y="0" transpose_z="0">
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">U</e>
        <e type="operand">x</e>
        <e type="function" args="1">L</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
      </input>
    </plot>
  </region>
</regions>