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	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
@list l1
	{mso-list-id:688214493;
	mso-list-type:hybrid;
	mso-list-template-ids:-1893943314 536870913 536870915 536870917 536870913 536870915 536870917 536870913 536870915 536870917;}
@list l1:level1
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Symbol;}
@list l1:level2
	{mso-level-number-format:bullet;
	mso-level-text:o;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:"Courier New";}
@list l1:level3
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
@list l1:level4
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Symbol;}
@list l1:level5
	{mso-level-number-format:bullet;
	mso-level-text:o;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:"Courier New";}
@list l1:level6
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
@list l1:level7
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Symbol;}
@list l1:level8
	{mso-level-number-format:bullet;
	mso-level-text:o;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:"Courier New";}
@list l1:level9
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
@list l2
	{mso-list-id:816459761;
	mso-list-type:hybrid;
	mso-list-template-ids:-196449772 67698703 67698713 67698715 67698703 67698713 67698715 67698703 67698713 67698715;}
@list l2:level1
	{mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;}
@list l2:level2
	{mso-level-number-format:alpha-lower;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;}
@list l2:level3
	{mso-level-number-format:roman-lower;
	mso-level-tab-stop:none;
	mso-level-number-position:right;
	text-indent:-9.0pt;}
@list l2:level4
	{mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;}
@list l2:level5
	{mso-level-number-format:alpha-lower;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;}
@list l2:level6
	{mso-level-number-format:roman-lower;
	mso-level-tab-stop:none;
	mso-level-number-position:right;
	text-indent:-9.0pt;}
@list l2:level7
	{mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;}
@list l2:level8
	{mso-level-number-format:alpha-lower;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;}
@list l2:level9
	{mso-level-number-format:roman-lower;
	mso-level-tab-stop:none;
	mso-level-number-position:right;
	text-indent:-9.0pt;}
@list l3
	{mso-list-id:1127816779;
	mso-list-type:hybrid;
	mso-list-template-ids:-662767256 536870913 536870915 536870917 536870913 536870915 536870917 536870913 536870915 536870917;}
@list l3:level1
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Symbol;}
@list l3:level2
	{mso-level-number-format:bullet;
	mso-level-text:o;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:"Courier New";}
@list l3:level3
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
@list l3:level4
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Symbol;}
@list l3:level5
	{mso-level-number-format:bullet;
	mso-level-text:o;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:"Courier New";}
@list l3:level6
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
@list l3:level7
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Symbol;}
@list l3:level8
	{mso-level-number-format:bullet;
	mso-level-text:o;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:"Courier New";}
@list l3:level9
	{mso-level-number-format:bullet;
	mso-level-text:;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
ol
	{margin-bottom:0cm;}
ul
	{margin-bottom:0cm;}
-->
</style>
<!--[if gte mso 10]>
<style>
 /* Style Definitions */
 table.MsoNormalTable
	{mso-style-name:"Table Normal";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-noshow:yes;
	mso-style-priority:99;
	mso-style-parent:"";
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:10.0pt;
	font-family:"Times New Roman",serif;}
table.MsoTableGrid
	{mso-style-name:"Table Grid";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-priority:59;
	mso-style-unhide:no;
	border:solid black 1.0pt;
	mso-border-themecolor:text1;
	mso-border-alt:solid black .5pt;
	mso-border-themecolor:text1;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:.5pt solid black;
	mso-border-insideh-themecolor:text1;
	mso-border-insidev:.5pt solid black;
	mso-border-insidev-themecolor:text1;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:10.0pt;
	font-family:"Times New Roman",serif;}
table.MsoTableLightShading
	{mso-style-name:"Light Shading";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-noshow:yes;
	mso-style-priority:60;
	border-top:solid black 1.0pt;
	mso-border-top-themecolor:text1;
	border-left:none;
	border-bottom:solid black 1.0pt;
	mso-border-bottom-themecolor:text1;
	border-right:none;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:10.0pt;
	font-family:"Times New Roman",serif;
	color:black;
	mso-themecolor:text1;
	mso-themeshade:191;}
table.MsoTableLightShadingFirstRow
	{mso-style-name:"Light Shading";
	mso-table-condition:first-row;
	mso-style-noshow:yes;
	mso-style-priority:60;
	mso-tstyle-border-top:1.0pt solid black;
	mso-tstyle-border-top-themecolor:text1;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-bottom:1.0pt solid black;
	mso-tstyle-border-bottom-themecolor:text1;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;
	line-height:normal;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableLightShadingLastRow
	{mso-style-name:"Light Shading";
	mso-table-condition:last-row;
	mso-style-noshow:yes;
	mso-style-priority:60;
	mso-tstyle-border-top:1.0pt solid black;
	mso-tstyle-border-top-themecolor:text1;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-bottom:1.0pt solid black;
	mso-tstyle-border-bottom-themecolor:text1;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;
	line-height:normal;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableLightShadingFirstCol
	{mso-style-name:"Light Shading";
	mso-table-condition:first-column;
	mso-style-noshow:yes;
	mso-style-priority:60;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableLightShadingLastCol
	{mso-style-name:"Light Shading";
	mso-table-condition:last-column;
	mso-style-noshow:yes;
	mso-style-priority:60;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableLightShadingOddColumn
	{mso-style-name:"Light Shading";
	mso-table-condition:odd-column;
	mso-style-noshow:yes;
	mso-style-priority:60;
	mso-tstyle-shading:silver;
	mso-tstyle-shading-themecolor:text1;
	mso-tstyle-shading-themetint:63;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;}
table.MsoTableLightShadingOddRow
	{mso-style-name:"Light Shading";
	mso-table-condition:odd-row;
	mso-style-noshow:yes;
	mso-style-priority:60;
	mso-tstyle-shading:silver;
	mso-tstyle-shading-themecolor:text1;
	mso-tstyle-shading-themetint:63;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;}
table.MsoTableMediumGrid1Accent1
	{mso-style-name:"Medium Grid 1 - Accent 1";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-noshow:yes;
	mso-style-priority:67;
	border:solid #84B3DF 1.0pt;
	mso-border-themecolor:accent1;
	mso-border-themetint:191;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:1.0pt solid #84B3DF;
	mso-border-insideh-themecolor:accent1;
	mso-border-insideh-themetint:191;
	mso-border-insidev:1.0pt solid #84B3DF;
	mso-border-insidev-themecolor:accent1;
	mso-border-insidev-themetint:191;
	mso-tstyle-shading:#D6E6F4;
	mso-tstyle-shading-themecolor:accent1;
	mso-tstyle-shading-themetint:63;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:10.0pt;
	font-family:"Times New Roman",serif;}
table.MsoTableMediumGrid1Accent1FirstRow
	{mso-style-name:"Medium Grid 1 - Accent 1";
	mso-table-condition:first-row;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableMediumGrid1Accent1LastRow
	{mso-style-name:"Medium Grid 1 - Accent 1";
	mso-table-condition:last-row;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-tstyle-border-top:2.25pt solid #84B3DF;
	mso-tstyle-border-top-themecolor:accent1;
	mso-tstyle-border-top-themetint:191;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableMediumGrid1Accent1FirstCol
	{mso-style-name:"Medium Grid 1 - Accent 1";
	mso-table-condition:first-column;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableMediumGrid1Accent1LastCol
	{mso-style-name:"Medium Grid 1 - Accent 1";
	mso-table-condition:last-column;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableMediumGrid1Accent1OddColumn
	{mso-style-name:"Medium Grid 1 - Accent 1";
	mso-table-condition:odd-column;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-tstyle-shading:#ADCCEA;
	mso-tstyle-shading-themecolor:accent1;
	mso-tstyle-shading-themetint:127;}
table.MsoTableMediumGrid1Accent1OddRow
	{mso-style-name:"Medium Grid 1 - Accent 1";
	mso-table-condition:odd-row;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-tstyle-shading:#ADCCEA;
	mso-tstyle-shading-themecolor:accent1;
	mso-tstyle-shading-themetint:127;}
table.MsoTableMediumGrid1Accent2
	{mso-style-name:"Medium Grid 1 - Accent 2";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-noshow:yes;
	mso-style-priority:67;
	border:solid #F19D64 1.0pt;
	mso-border-themecolor:accent2;
	mso-border-themetint:191;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:1.0pt solid #F19D64;
	mso-border-insideh-themecolor:accent2;
	mso-border-insideh-themetint:191;
	mso-border-insidev:1.0pt solid #F19D64;
	mso-border-insidev-themecolor:accent2;
	mso-border-insidev-themetint:191;
	mso-tstyle-shading:#FADECB;
	mso-tstyle-shading-themecolor:accent2;
	mso-tstyle-shading-themetint:63;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:10.0pt;
	font-family:"Times New Roman",serif;}
table.MsoTableMediumGrid1Accent2FirstRow
	{mso-style-name:"Medium Grid 1 - Accent 2";
	mso-table-condition:first-row;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableMediumGrid1Accent2LastRow
	{mso-style-name:"Medium Grid 1 - Accent 2";
	mso-table-condition:last-row;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-tstyle-border-top:2.25pt solid #F19D64;
	mso-tstyle-border-top-themecolor:accent2;
	mso-tstyle-border-top-themetint:191;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableMediumGrid1Accent2FirstCol
	{mso-style-name:"Medium Grid 1 - Accent 2";
	mso-table-condition:first-column;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableMediumGrid1Accent2LastCol
	{mso-style-name:"Medium Grid 1 - Accent 2";
	mso-table-condition:last-column;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTableMediumGrid1Accent2OddColumn
	{mso-style-name:"Medium Grid 1 - Accent 2";
	mso-table-condition:odd-column;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-tstyle-shading:#F6BE98;
	mso-tstyle-shading-themecolor:accent2;
	mso-tstyle-shading-themetint:127;}
table.MsoTableMediumGrid1Accent2OddRow
	{mso-style-name:"Medium Grid 1 - Accent 2";
	mso-table-condition:odd-row;
	mso-style-noshow:yes;
	mso-style-priority:67;
	mso-tstyle-shading:#F6BE98;
	mso-tstyle-shading-themecolor:accent2;
	mso-tstyle-shading-themetint:127;}
</style>
<![endif]--><!--[if gte mso 9]><xml>
 <o:shapedefaults v:ext="edit" spidmax="1026"/>
</xml><![endif]--><!--[if gte mso 9]><xml>
 <o:shapelayout v:ext="edit">
  <o:idmap v:ext="edit" data="1"/>
 </o:shapelayout></xml><![endif]-->
</head>

<body lang=en-PK link=blue vlink=purple style='tab-interval:36.0pt;word-wrap:
break-word' leftmargin=0 topmargin=0 marginwidth=0 marginheight=0>

<div class=WordSection1>

<div align=center>

<table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=1118
 style='width:838.85pt;mso-cellspacing:0cm;mso-yfti-tbllook:1184;mso-padding-alt:
 0cm 0cm 0cm 0cm'>
 <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;height:1.5pt'>
  <td width=1118 colspan=2 style='width:838.85pt;padding:0cm 0cm 0cm 0cm;
  height:1.5pt'></td>
 </tr>
 <tr style='mso-yfti-irow:1;height:20.25pt;mso-row-margin-right:2.65pt'>
  <td width=1115 style='width:836.2pt;border:solid windowtext 4.5pt;padding:
  0cm 0cm 0cm 0cm;height:20.25pt'>
  <div style='mso-element:para-border-div;border:solid windowtext 1.0pt;
  mso-border-alt:solid windowtext .5pt;padding:1.0pt 4.0pt 1.0pt 4.0pt'>
  <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
  auto;text-align:center;border:none;mso-border-alt:solid windowtext .5pt;
  padding:0cm;mso-padding-alt:1.0pt 4.0pt 1.0pt 4.0pt'><b style='mso-bidi-font-weight:
  normal'><span style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";
  color:#002060'>Quantitative Finance<o:p></o:p></span></b></p>
  <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
  auto;text-align:center;border:none;mso-border-alt:solid windowtext .5pt;
  padding:0cm;mso-padding-alt:1.0pt 4.0pt 1.0pt 4.0pt'><b style='mso-bidi-font-weight:
  normal'><span style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";
  color:#002060'>FINN 422/MATH449/MATH524<o:p></o:p></span></b></p>
  <p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
  auto;text-align:center;border:none;mso-border-alt:solid windowtext .5pt;
  padding:0cm;mso-padding-alt:1.0pt 4.0pt 1.0pt 4.0pt'><b style='mso-bidi-font-weight:
  normal'><span style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";
  color:#002060'>Spring </span></b><b style='mso-bidi-font-weight:normal'><span
  style='font-size:18.0pt;font-family:"Tahoma",sans-serif;mso-fareast-font-family:
  "Times New Roman";color:#002060'>‘</span></b><b style='mso-bidi-font-weight:
  normal'><span style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";
  color:#002060'>25</span></b><b style='mso-bidi-font-weight:normal'><span
  style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";color:red'><o:p></o:p></span></b></p>
  </div>
  </td>
  <td style='mso-cell-special:placeholder;border:none;padding:0cm 0cm 0cm 0cm'
  width=4><p class='MsoNormal'>&nbsp;</td>
 </tr>
 <tr style='mso-yfti-irow:2;height:1.5pt;mso-row-margin-right:2.65pt'>
  <td width=1115 style='width:836.2pt;background:#0D0D0D;mso-background-themecolor:
  text1;mso-background-themetint:242;padding:0cm 0cm 0cm 0cm;height:1.5pt'></td>
  <td style='mso-cell-special:placeholder;border:none;padding:0cm 0cm 0cm 0cm'
  width=4><p class='MsoNormal'>&nbsp;</td>
 </tr>
 <tr style='mso-yfti-irow:3'>
  <td width=1118 colspan=2 style='width:838.85pt;padding:0cm 0cm 0cm 0cm'>
  <div align=center>
  <table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=605
   style='width:453.75pt;mso-cellspacing:0cm;mso-yfti-tbllook:1184;mso-padding-alt:
   0cm 0cm 0cm 0cm'>
   <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'>
    <td width=10 style='width:7.5pt;padding:0cm 0cm 0cm 0cm'></td>
    <td width=595 valign=top style='width:446.25pt;padding:0cm 0cm 0cm 0cm'></td>
   </tr>
  </table>
  </div>
  <table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left
   width=721 style='width:540.4pt;mso-cellspacing:0cm;mso-table-overlap:never;
   mso-yfti-tbllook:1184;mso-table-lspace:9.0pt;margin-left:6.75pt;mso-table-rspace:
   9.0pt;margin-right:6.75pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:
   margin;mso-table-left:left;mso-table-top:-946.4pt;mso-padding-alt:0cm 0cm 0cm 0cm'>
   <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;height:7.5pt'>
    <td width=721 style='width:540.4pt;padding:0cm 0cm 0cm 0cm;height:7.5pt'></td>
   </tr>
   <tr style='mso-yfti-irow:1;height:22.5pt'>
    <td width=721 style='width:540.4pt;padding:0cm 0cm 0cm 0cm;height:22.5pt'>
    <h1 style='line-height:150%'><span style='font-size:12.0pt;line-height:
    150%;mso-fareast-font-family:"Times New Roman";color:#C00000'>Instructor:
    Adnan Khan [(<a href="mailto:adnan.khan@lums.edu.pk">adnan.khan@lums.edu.pk</a>),
    Office Hours: R 11:30 </span><span style='font-size:12.0pt;line-height:
    150%;font-family:"Tahoma",sans-serif;mso-fareast-font-family:"Times New Roman";
    color:#C00000'>-</span><span style='font-size:12.0pt;line-height:150%;
    mso-fareast-font-family:"Times New Roman";color:#C00000'> 1:30 SSE 149],
    Riaz Ahmad [(<a href="mailto:r.ahmad@ucl.ac.uk">r.ahmad@ucl.ac.uk</a>)
    Office Hours: M W 9-12]<o:p></o:p></span></h1>
    <h1 style='line-height:150%'><span style='font-size:12.0pt;line-height:
    150%;mso-fareast-font-family:"Times New Roman";color:#C00000'>Co-Instructor
    / TA: Ayesha Ahmed [Simulation Lab]<o:p></o:p></span></h1>
    <table class=MsoTableGrid border=1 cellspacing=0 cellpadding=0
     style='border-collapse:collapse;border:none;mso-border-alt:double windowtext 4.5pt;
     mso-yfti-tbllook:1184;mso-padding-alt:0cm 5.4pt 0cm 5.4pt;mso-border-insideh:
     4.5pt double windowtext;mso-border-insidev:4.5pt double windowtext'>
     <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'>
      <td width=491 valign=top style='width:368.45pt;border:double windowtext 4.5pt;
      padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNoSpacing style='line-height:150%'><b style='mso-bidi-font-weight:
      normal'><u><span style='font-size:14.0pt;line-height:150%;mso-fareast-font-family:
      "Times New Roman"'>Class Logistics<o:p></o:p></span></u></b></p>
      <p class=MsoNoSpacing style='line-height:150%'><b style='mso-bidi-font-weight:
      normal'><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:
      "Times New Roman"'>Lecture:</span></b><span style='font-size:10.0pt;
      line-height:150%;mso-fareast-font-family:"Times New Roman"'> M-W,
      12:00-1:15 am – 9-B2 SSE<span style='mso-spacerun:yes'>  </span><o:p></o:p></span></p>
      <h1 style='line-height:150%'><span style='font-size:10.0pt;line-height:
      150%;mso-fareast-font-family:"Times New Roman"'>Simulation Lab</span><span
      style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";
      font-weight:normal;mso-bidi-font-weight:bold'>: F: 9:00-9:50 am –
      Programming Studio<span style='mso-spacerun:yes'>  </span><span
      style='color:#C00000'><o:p></o:p></span></span></h1>
      </td>
      <td width=491 valign=top style='width:368.45pt;border:double windowtext 4.5pt;
      border-left:none;mso-border-left-alt:double windowtext 4.5pt;padding:
      0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
      style='font-size:14.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";
      color:red'>Course Outline</span></u></b><u><span style='font-size:10.0pt;
      line-height:150%;mso-fareast-font-family:"Times New Roman";color:red'> <o:p></o:p></span></u></p>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
      style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";
      color:red'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Syllabus.pdf"
      target="_blank"><span style='color:red'>SYLLABUS</span></a> (Updated)**<o:p></o:p></span></u></b></p>
      </td>
     </tr>
    </table>
    </td>
   </tr>
   <tr style='mso-yfti-irow:2;height:15.0pt'>
    <td width=721 style='width:540.4pt;padding:0cm 0cm 0cm 0cm;height:15.0pt'>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b style='mso-bidi-font-weight:normal'><u><span
    style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";
    color:#00B050'><o:p><span style='text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b style='mso-bidi-font-weight:normal'><u><span
    style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";
    color:#00B050'><o:p><span style='text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>
    </td>
   </tr>
   <tr style='mso-yfti-irow:3;height:15.0pt'>
    <td width=721 style='width:540.4pt;padding:0cm 0cm 0cm 0cm;height:15.0pt'>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
    style='font-size:16.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";
    color:#5B9BD5;mso-themecolor:accent1'>Lectures<o:p></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;line-height:150%'><span style='font-size:10.0pt;line-height:150%;
    mso-fareast-font-family:"Times New Roman"'>The books referred to in
    suggested readings are <o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto'><b style='mso-bidi-font-weight:normal'><span style='font-size:10.0pt'>PW:
    </span></b><span style='font-size:10.0pt'>Wilmott. P, Paul Wilmott on
    Quantitative Finance, Wiley 2006<o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto'><b style='mso-bidi-font-weight:normal'><span style='font-size:10.0pt'>DH:
    </span></b><span style='font-size:10.0pt'>Higham. D, An Introduction to
    Financial Option Valuation, Cambridge University Press 2004<o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto'><b style='mso-bidi-font-weight:normal'><span style='font-size:10.0pt'>BM:
    </span></b><span style='font-size:10.0pt'>Malkiel. Burton, A Random Walk
    Down Wall Street, Norton 2020 <o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
    style='mso-fareast-font-family:"Times New Roman";color:red'><o:p><span
     style='text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b><span style='font-size:18.0pt;mso-fareast-font-family:
    "Times New Roman";color:blue'>Exams<o:p></o:p></span></b></p>
    <p class=MsoListParagraphCxSpFirst style='mso-margin-top-alt:auto;
    mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;
    mso-list:l3 level1 lfo5'><![if !supportLists]><span style='font-size:14.0pt;
    font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
    Symbol;color:#0070C0;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>·<span
    style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
    </span></span></span><![endif]><b><span style='font-size:14.0pt;mso-fareast-font-family:
    "Times New Roman";color:#0070C0'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Midterm2025.pdf"><span
    style='color:#0070C0'>Midterm </span><span style='mso-fareast-font-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast;color:#0070C0'>Exam </span><span
    style='color:#0070C0'>202</span><span style='mso-fareast-font-family:"Times New Roman";
    mso-fareast-theme-font:minor-fareast;color:#0070C0'>5</span></a>* <o:p></o:p></span></b></p>
    <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
    mso-margin-bottom-alt:auto;margin-left:72.0pt;mso-add-space:auto;
    text-indent:-18.0pt;mso-list:l3 level2 lfo5'><![if !supportLists]><span
    style='font-size:18.0pt;font-family:"Courier New";mso-fareast-font-family:
    "Courier New";color:#0070C0;mso-bidi-font-weight:bold'><span
    style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp; </span></span></span><![endif]><b><span
    style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman";
    color:#0070C0'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/SolutionMidterm2025.pdf"><span
    style='mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:
    minor-fareast;color:#0070C0'>Midterm 2025 Solution</span></a>*</span></b><b><u><span
    style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";
    color:#0070C0'><o:p></o:p></span></u></b></p>
    <p class=MsoListParagraphCxSpLast style='mso-margin-top-alt:auto;
    mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;
    mso-list:l3 level1 lfo5'><![if !supportLists]><span style='font-size:18.0pt;
    font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
    Symbol;color:#0070C0;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>·<span
    style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span
    style='font-size:14.0pt;color:#0070C0'>Final Exam 2025</span></b><b><u><span
    style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";
    color:#0070C0'><o:p></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b><span style='font-size:14.0pt;mso-fareast-font-family:
    "Times New Roman";color:#0070C0'>Past Exams<o:p></o:p></span></b></p>
    <p class=MsoListParagraphCxSpFirst style='mso-margin-top-alt:auto;
    mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;
    mso-list:l1 level1 lfo6'><![if !supportLists]><span style='font-size:18.0pt;
    font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
    Symbol;color:#0070C0'><span style='mso-list:Ignore'>·<span
    style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span
    style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman";
    color:#0070C0'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Midterm2024.pdf"><span
    style='color:#0070C0'>Midterm E</span><span style='mso-fareast-font-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast;color:#0070C0'>xam </span><span
    style='color:#0070C0'>2024</span></a></span><u><span style='font-size:18.0pt;
    mso-fareast-font-family:"Times New Roman";color:#0070C0'><o:p></o:p></span></u></p>
    <p class=MsoListParagraphCxSpLast style='mso-margin-top-alt:auto;
    mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;
    mso-list:l1 level1 lfo6'><![if !supportLists]><span style='font-size:18.0pt;
    font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
    Symbol;color:#0070C0'><span style='mso-list:Ignore'>·<span
    style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span
    style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman";
    color:#0070C0'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Final2024.pdf"><span
    style='color:#0070C0'>Final Exam 2024</span></a></span><u><span
    style='font-size:18.0pt;mso-fareast-font-family:"Times New Roman";
    color:#0070C0'><o:p></o:p></span></u></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><span style='font-size:14.0pt;mso-fareast-font-family:
    "Times New Roman";color:blue'><o:p>&nbsp;</o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b style='mso-bidi-font-weight:normal'><u><span
    style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";
    color:red'><o:p><span style='text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b style='mso-bidi-font-weight:normal'><u><span
    style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";
    color:red'>Theory Lectures - Adnan Khan<o:p></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b style='mso-bidi-font-weight:normal'><u><span
    style='mso-fareast-font-family:"Times New Roman";color:red'><o:p><span
     style='text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b style='mso-bidi-font-weight:normal'><u><span
    style='mso-fareast-font-family:"Times New Roman";color:red'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/RevDiffEquns.pdf"><span
    style='color:red;mso-bidi-font-weight:bold'>Review of Differential
    Equations</span></a></span></u></b><b style='mso-bidi-font-weight:normal'><u><span
    style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";
    color:red'><o:p></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b style='mso-bidi-font-weight:normal'><u><span
    style='mso-fareast-font-family:"Times New Roman";color:red'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/RevProbability.pdf"><span
    style='color:red;mso-bidi-font-weight:bold'>Review of Probability</span></a><o:p></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b style='mso-bidi-font-weight:normal'><u><span
    style='mso-fareast-font-family:"Times New Roman";color:red'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/RevLinAlg.pdf"><span
    style='color:red;mso-bidi-font-weight:bold'>Review of Liner Algebra</span></a><o:p></o:p></span></u></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;mso-add-space:auto'><b style='mso-bidi-font-weight:normal'><u><span
    style='mso-fareast-font-family:"Times New Roman";color:red'><o:p><span
     style='text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>
    <table class=MsoTableMediumGrid1Accent1 border=1 cellspacing=0
     cellpadding=0 width=1080 style='width:809.7pt;border-collapse:collapse;
     border:none;mso-border-alt:solid #84B3DF 1.0pt;mso-border-themecolor:accent1;
     mso-border-themetint:191;mso-yfti-tbllook:1184;mso-padding-alt:0cm 5.4pt 0cm 5.4pt'>
     <tr style='mso-yfti-irow:-1;mso-yfti-firstrow:yes;mso-yfti-lastfirstrow:
      yes'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;background:#D6E6F4;mso-background-themecolor:
      accent1;mso-background-themetint:63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal align=center style='mso-margin-top-alt:auto;
      mso-margin-bottom-alt:auto;text-align:center;line-height:200%;mso-yfti-cnfc:
      5'><b><span style='font-size:14.0pt;line-height:200%;mso-fareast-font-family:
      "Times New Roman";color:blue'>Module I: Mathematical Background<o:p></o:p></span></b></p>
      </td>
      <td width=544 style='width:407.7pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-left:none;mso-border-left-alt:
      solid #84B3DF 1.0pt;mso-border-left-themecolor:accent1;mso-border-left-themetint:
      191;background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:1'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/exotics.pdf"><span
      style='color:#003618'>Lecture 17: Exotics II</span></a></span><span
      style='font-size:14.0pt;line-height:200%;mso-fareast-font-family:"Times New Roman";
      color:#7030A0'><o:p></o:p></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:0'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:68'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:blue'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture1.pdf">Lecture
      1: Introduction</a> <o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal align=center style='mso-margin-top-alt:auto;
      mso-margin-bottom-alt:auto;mso-add-space:auto;text-align:center;
      mso-yfti-cnfc:64'><b><span style='font-size:14.0pt;mso-fareast-font-family:
      "Times New Roman";color:red'>Module III: Numerical Methods</span></b><b><span
      style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman";
      color:blue'><o:p></o:p></span></b></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:1'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:4'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:blue'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture2.pdf">Lecture
      2: Models in Finance </a><span style='mso-spacerun:yes'> </span><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%'><span style='font-size:14.0pt;line-height:200%;
      mso-fareast-font-family:"Times New Roman";color:red'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture15.pdf"><span
      style='color:red'>Lecture 18: Introduction to Finite Differences</span></a>
      <o:p></o:p></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:2'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:68'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:blue'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture3.pdf">Lecture
      3: Review of Probability</a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:64'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:red'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture16.pdf"><span
      style='color:red'>Lecture 19: Explicit Method for the Heat Equation</span></a><o:p></o:p></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:3'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:4'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:blue'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture4.pdf">Lecture
      4: Simulating Random Variables</a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%'><span style='font-size:14.0pt;line-height:200%;
      mso-fareast-font-family:"Times New Roman";color:red'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture18.pdf"><span
      style='color:red'>Lecture 2</span><span style='font-size:12.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:
      minor-fareast;color:red'>0</span><span style='color:red'>: Explicit
      Scheme for the Black Scholes Equation </span></a><o:p></o:p></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:4'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:68'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:blue'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture5.pdf">Lecture
      5: Markov and Martingale Processes </a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:64'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:red'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture17.pdf"><span
      style='color:red'>Lecture 2</span><span style='font-size:12.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:
      minor-fareast;color:red'>1</span><span style='color:red'>: Implicit
      Schemes for Heat and Black Scholes </span></a><o:p></o:p></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:5'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:4'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:blue'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture6-1.pdf">Lecture
      6: F<span style='mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:
      minor-fareast'>rom Random Walk to </span>Weiner Process</a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%'><span style='font-size:14.0pt;line-height:200%;
      mso-fareast-font-family:"Times New Roman";color:red'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture20.pdf"><span
      style='color:red'>Lecture 22: Monte Carlo Simulation </span></a><o:p></o:p></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:6'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:68'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:blue'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture6.pdf">Lecture
      7: Ito Calculus</a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal align=center style='mso-margin-top-alt:auto;
      mso-margin-bottom-alt:auto;text-align:center;line-height:200%;mso-yfti-cnfc:
      64'><b><span style='font-size:14.0pt;line-height:200%;mso-fareast-font-family:
      "Times New Roman";color:#0070C0'>Module IV: Portfolio Theory<o:p></o:p></span></b></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:7'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal align=center style='mso-margin-top-alt:auto;
      mso-margin-bottom-alt:auto;text-align:center;line-height:200%;mso-yfti-cnfc:
      4'><b><span style='font-size:14.0pt;line-height:200%;mso-fareast-font-family:
      "Times New Roman";color:#003618'>Module II: Derivatives and the Black
      Scholes Framework<o:p></o:p></span></b></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%'><span style='font-size:14.0pt;line-height:200%;
      mso-fareast-font-family:"Times New Roman";color:#0070C0'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLectureMPT1.pdf"><span
      style='color:#0070C0'>Lecture 23: Portfolio Theory I</span></a><o:p></o:p></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:8'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:68'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture7.pdf"><span
      style='color:#003618'>Lecture 8: Introduction to Financial Instruments</span></a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:64'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#0070C0'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLectureMPT2.pdf"><span
      style='color:#0070C0'>Lecture 24: Portfolio Theory II</span></a><o:p></o:p></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:9'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:4'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture8.pdf"><span
      style='color:#003618'>Lecture 9: Financial Derivatives</span></a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%'><span style='font-size:14.0pt;line-height:200%;
      mso-fareast-font-family:"Times New Roman";color:#0070C0'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLectureMPT3.pdf"><span
      style='color:#0070C0'>Lecture 25: Portfolio Theory III</span></a><o:p></o:p></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:10'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:68'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture9.pdf"><span
      style='color:#003618'>Lecture 10: Options and Strategies</span></a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal align=center style='mso-margin-top-alt:auto;
      mso-margin-bottom-alt:auto;text-align:center;line-height:200%;mso-yfti-cnfc:
      64'><b><span style='font-size:14.0pt;line-height:200%;mso-fareast-font-family:
      "Times New Roman";color:#181717;mso-themecolor:background2;mso-themeshade:
      26;mso-style-textfill-fill-color:#181717;mso-style-textfill-fill-themecolor:
      background2;mso-style-textfill-fill-alpha:100.0%;mso-style-textfill-fill-colortransforms:
      lumm=10000'>Module V: Fixed Income</span></b><b style='mso-bidi-font-weight:
      normal'><span style='font-size:14.0pt;line-height:200%;mso-fareast-font-family:
      "Times New Roman";color:#181717;mso-themecolor:background2;mso-themeshade:
      26;mso-style-textfill-fill-color:#181717;mso-style-textfill-fill-themecolor:
      background2;mso-style-textfill-fill-alpha:100.0%;mso-style-textfill-fill-colortransforms:
      lumm=10000'><o:p></o:p></span></b></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:11'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:4'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture10.pdf"><span
      style='color:#003618'>Lecture 11: Option Premiums </span></a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%'><span style='font-size:14.0pt;line-height:200%;
      mso-fareast-font-family:"Times New Roman";color:#181717;mso-themecolor:
      background2;mso-themeshade:26;mso-style-textfill-fill-color:#181717;
      mso-style-textfill-fill-themecolor:background2;mso-style-textfill-fill-alpha:
      100.0%;mso-style-textfill-fill-colortransforms:lumm=10000'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/FI2025-1.pdf"><span
      style='color:#181717;mso-themecolor:background2;mso-themeshade:26;
      mso-style-textfill-fill-color:#181717;mso-style-textfill-fill-themecolor:
      background2;mso-style-textfill-fill-alpha:100.0%;mso-style-textfill-fill-colortransforms:
      lumm=10000'>Lecture 26: Introduction to Fixed Income</span></a><b
      style='mso-bidi-font-weight:normal'><o:p></o:p></b></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:12'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:68'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture13.pdf"><span
      style='color:#003618'>Lecture 12: The Binomial Model</span></a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:64'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#181717;
      mso-themecolor:background2;mso-themeshade:26;mso-style-textfill-fill-color:
      #181717;mso-style-textfill-fill-themecolor:background2;mso-style-textfill-fill-alpha:
      100.0%;mso-style-textfill-fill-colortransforms:lumm=10000'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/FI2025-2.pdf"><span
      style='color:#181717;mso-themecolor:background2;mso-themeshade:26;
      mso-style-textfill-fill-color:#181717;mso-style-textfill-fill-themecolor:
      background2;mso-style-textfill-fill-alpha:100.0%;mso-style-textfill-fill-colortransforms:
      lumm=10000'>Lecture 27: Bond Pricing Equation</span></a><b
      style='mso-bidi-font-weight:normal'><o:p></o:p></b></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:13'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:4'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture14.pdf"><span
      style='color:#003618'>Lecture 13: B</span><span style='mso-fareast-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast;color:#003618'>inomial
      Model &amp; the CRR Formula</span><span style='color:#003618'> </span></a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%'><span style='font-size:14.0pt;line-height:200%;
      mso-fareast-font-family:"Times New Roman";color:#181717;mso-themecolor:
      background2;mso-themeshade:26;mso-style-textfill-fill-color:#181717;
      mso-style-textfill-fill-themecolor:background2;mso-style-textfill-fill-alpha:
      100.0%;mso-style-textfill-fill-colortransforms:lumm=10000'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/FI2025-3.pdf"><span
      style='color:#181717;mso-themecolor:background2;mso-themeshade:26;
      mso-style-textfill-fill-color:#181717;mso-style-textfill-fill-themecolor:
      background2;mso-style-textfill-fill-alpha:100.0%;mso-style-textfill-fill-colortransforms:
      lumm=10000'>Lecture 28: Stochastic Interest Rate Models </span></a><b
      style='mso-bidi-font-weight:normal'><o:p></o:p></b></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:14'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:68'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QFLecture11.pdf"><span
      style='color:#003618'>Lecture 14: Black Scholes Equation - Derivation</span></a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:64'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#181717;
      mso-themecolor:background2;mso-themeshade:26;mso-style-textfill-fill-color:
      #181717;mso-style-textfill-fill-themecolor:background2;mso-style-textfill-fill-alpha:
      100.0%;mso-style-textfill-fill-colortransforms:lumm=10000'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/FI2025-4.pdf"><span
      style='color:#181717;mso-themecolor:background2;mso-themeshade:26;
      mso-style-textfill-fill-color:#181717;mso-style-textfill-fill-themecolor:
      background2;mso-style-textfill-fill-alpha:100.0%;mso-style-textfill-fill-colortransforms:
      lumm=10000'>Lecture 29: Multi-Factor Models</span></a><b
      style='mso-bidi-font-weight:normal'><o:p></o:p></b></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:15'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:4'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/LUMS%20BSE.pdf"><span
      style='color:#003618'>Lecture 15: Black Scholes Formula &amp; the Greeks</span></a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#D6E6F4;mso-background-themecolor:accent1;mso-background-themetint:
      63;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%'><span style='font-size:14.0pt;line-height:200%;
      mso-fareast-font-family:"Times New Roman";color:#181717;mso-themecolor:
      background2;mso-themeshade:26;mso-style-textfill-fill-color:#181717;
      mso-style-textfill-fill-themecolor:background2;mso-style-textfill-fill-alpha:
      100.0%;mso-style-textfill-fill-colortransforms:lumm=10000'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/FI2025-5.pdf"><span
      style='color:#181717;mso-themecolor:background2;mso-themeshade:26;
      mso-style-textfill-fill-color:#181717;mso-style-textfill-fill-themecolor:
      background2;mso-style-textfill-fill-alpha:100.0%;mso-style-textfill-fill-colortransforms:
      lumm=10000'>Lecture 30: Calibration</span></a><b style='mso-bidi-font-weight:
      normal'><o:p></o:p></b></span></p>
      </td>
     </tr>
     <tr style='mso-yfti-irow:16;mso-yfti-lastrow:yes'>
      <td width=536 style='width:402.0pt;border:solid #84B3DF 1.0pt;mso-border-themecolor:
      accent1;mso-border-themetint:191;border-top:none;mso-border-top-alt:solid #84B3DF 1.0pt;
      mso-border-top-themecolor:accent1;mso-border-top-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:68'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#003618'><a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/exotics.pdf"><span
      style='color:#003618'>Lecture 16: Exotics I</span></a><o:p></o:p></span></p>
      </td>
      <td width=544 style='width:407.7pt;border-top:none;border-left:none;
      border-bottom:solid #84B3DF 1.0pt;mso-border-bottom-themecolor:accent1;
      mso-border-bottom-themetint:191;border-right:solid #84B3DF 1.0pt;
      mso-border-right-themecolor:accent1;mso-border-right-themetint:191;
      mso-border-top-alt:solid #84B3DF 1.0pt;mso-border-top-themecolor:accent1;
      mso-border-top-themetint:191;mso-border-left-alt:solid #84B3DF 1.0pt;
      mso-border-left-themecolor:accent1;mso-border-left-themetint:191;
      background:#ADCCEA;mso-background-themecolor:accent1;mso-background-themetint:
      127;padding:0cm 5.4pt 0cm 5.4pt'>
      <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
      auto;line-height:200%;mso-yfti-cnfc:64'><b><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#181717;
      mso-themecolor:background2;mso-themeshade:26;mso-style-textfill-fill-color:
      #181717;mso-style-textfill-fill-themecolor:background2;mso-style-textfill-fill-alpha:
      100.0%;mso-style-textfill-fill-colortransforms:lumm=10000'>Annotated
      Notes: <a
      href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/FI2025AN.pdf"><span
      style='color:black;mso-style-textfill-fill-color:black;mso-style-textfill-fill-alpha:
      100.0%'><span style='color:black;mso-style-textfill-fill-color:black;
      mso-style-textfill-fill-alpha:100.0%'>Fixed Income</span></span></a></span></b><b
      style='mso-bidi-font-weight:normal'><span style='font-size:14.0pt;
      line-height:200%;mso-fareast-font-family:"Times New Roman";color:#6600FF'><o:p></o:p></span></b></p>
      </td>
     </tr>
    </table>
    <p class=MsoNormal><span style='font-size:10.0pt;mso-fareast-font-family:
    "Times New Roman";display:none;mso-hide:all'><o:p>&nbsp;</o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;line-height:150%'><span style='font-size:10.0pt;line-height:150%;
    mso-fareast-font-family:"Times New Roman";color:#1F4E79;mso-themecolor:
    accent1;mso-themeshade:128;mso-style-textfill-fill-color:#1F4E79;
    mso-style-textfill-fill-themecolor:accent1;mso-style-textfill-fill-alpha:
    100.0%;mso-style-textfill-fill-colortransforms:lumm=50000'><o:p>&nbsp;</o:p></span></p>
    </td>
   </tr>
   <tr style='mso-yfti-irow:4;mso-yfti-lastrow:yes;height:15.0pt'>
    <td width=721 style='width:540.4pt;padding:0cm 0cm 0cm 0cm;height:15.0pt'></td>
   </tr>
  </table>
  </td>
 </tr>
 <tr style='mso-yfti-irow:4;height:46.35pt'>
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  height:46.35pt'>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
  style='font-size:16.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";
  color:#00B0F0'><o:p><span style='text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>
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  line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
  style='font-size:16.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";
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  style='mso-bidi-font-weight:normal'><span style='font-size:16.0pt;line-height:
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  style='font-size:14.0pt;line-height:150%;font-family:"Arial",sans-serif;
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  href="https://www.seedata.live/central-limit-theorem/">The importance of
  being the Central Limit Theorem</a></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><a
  href="https://towardsdatascience.com/are-stock-returns-normally-distributed-e0388d71267e">Are
  Stock Returns Normally Distributed? | by Tony <span class=SpellE>Yiu</span> |
  Towards Data Science</a></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/ItoSummary.pdf">Riaz
  Ahmad: Know your Ito! </a></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>4.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><a
  href="https://www.columbia.edu/~ks20/FE-Notes/4700-07-Notes-Ito.pdf">Karl
  Sigman: A short Note on Ito Stochastic Calculus</a>*(new)</p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>5.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><a
  href="https://www.frouah.com/finance%20notes/Black%20Scholes%20PDE.pdf">Deriving
  the Black Scholes Equation</a>*(new)</p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>6.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><a
  href="https://www.diva-portal.org/smash/get/diva2:634009/FULLTEXT01.pdf">Kolmogorov,
  Black &amp; Scholes and their Equations!</a> </p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>7.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/YieldCurveConstruction.pdf">Methods
  for Constructing a Yield Curve</a></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>8.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><a
  href="https://www.planchet.net/EXT/ISFA/1226.nsf/d512ad5b22d73cc1c1257052003f1aed/0daceb518d4ed890c12576fe00412e59/$FILE/MPR%20Ahmad-IS27v2.pdf">The
  Market Price of Interest-rate Risk</a></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>9.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/VaR.pdf">Parametric
  and Historic <span class=SpellE>VaR</span></a></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>10.<span style='font:7.0pt "Times New Roman"'>&nbsp;
  </span></span></span><![endif]><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/BondPricing.pdf">Three
  Ways to Solve for Bond Prices</a></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>11.<span style='font:7.0pt "Times New Roman"'>&nbsp;
  </span></span></span><![endif]><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/thorp1.pdf">Ed
  Thorp: A Perspective on Quantitative Finance: Models for Beating the Market</a></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><b style='mso-bidi-font-weight:normal'><span
  style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:#7030A0'><span
  style='mso-list:Ignore'>12.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;
  </span></span></span></b><![endif]><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/FamaStockPrice1965.pdf">Eugene
  Fama: Stock Price Model</a><b style='mso-bidi-font-weight:normal'><span
  style='font-size:10.0pt;color:#7030A0'><o:p></o:p></span></b></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><b style='mso-bidi-font-weight:normal'><span
  style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:#7030A0'><span
  style='mso-list:Ignore'>13.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;
  </span></span></span></b><![endif]><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/PutCallParityStoll.pdf">Hans
  Stoll: Put Call Parity</a><b style='mso-bidi-font-weight:normal'><span
  style='font-size:10.0pt;color:#7030A0'><o:p></o:p></span></b></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><span style='mso-fareast-font-family:
  "Times New Roman"'><span style='mso-list:Ignore'>14.<span style='font:7.0pt "Times New Roman"'>&nbsp;
  </span></span></span><![endif]><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/DynamicRepDerman.pdf">Emanuel
  Derman: Critique of Black Scholes</a></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:
  l2 level1 lfo2'><![if !supportLists]><b style='mso-bidi-font-weight:normal'><span
  style='font-size:10.0pt;mso-fareast-font-family:"Times New Roman";color:#7030A0'><span
  style='mso-list:Ignore'>15.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;
  </span></span></span></b><![endif]><a
  href="https://wilmott.com/science-in-finance-ix-in-defence-of-black-scholes-and-merton/">Paul
  Wilmott: Defending the Black Scholes Model</a><b style='mso-bidi-font-weight:
  normal'><span style='font-size:10.0pt;color:#7030A0'><o:p></o:p></span></b></p>
  <p class=MsoListParagraphCxSpLast style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
  auto;mso-add-space:auto;text-indent:-18.0pt;mso-list:l2 level1 lfo2'><![if !supportLists]><b
  style='mso-bidi-font-weight:normal'><span style='font-size:10.0pt;mso-fareast-font-family:
  "Times New Roman";color:#7030A0'><span style='mso-list:Ignore'>16.<span
  style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span></b><![endif]><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/haug1">Espen
  Haug: Know Your Weapon (On <span class=GramE>The</span> Greeks)</a><b
  style='mso-bidi-font-weight:normal'><span style='font-size:10.0pt;color:#7030A0'><o:p></o:p></span></b></p>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
  style='font-size:14.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";
  color:#00B050'><o:p><span style='text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
  style='font-size:16.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";
  color:#00B050'>Homework<o:p></o:p></span></u></b></p>
  <p class=MsoListParagraphCxSpFirst style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
  auto;mso-add-space:auto;text-indent:-18.0pt;line-height:150%;mso-list:l0 level1 lfo4'><![if !supportLists]><span
  style='font-family:Wingdings;mso-fareast-font-family:Wingdings;mso-bidi-font-family:
  Wingdings;color:#00B050'><span style='mso-list:Ignore'>Ø<span
  style='font:7.0pt "Times New Roman"'>&nbsp; </span></span></span><![endif]><span
  style='font-family:"Arial",sans-serif;mso-fareast-font-family:"Times New Roman";
  color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/DiagnosticHomework.pdf"><span
  style='color:#00B050'>Diagnostic Homework</span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;line-height:
  150%;mso-list:l0 level1 lfo4'><![if !supportLists]><span style='font-family:
  Wingdings;mso-fareast-font-family:Wingdings;mso-bidi-font-family:Wingdings;
  color:#00B050'><span style='mso-list:Ignore'>Ø<span style='font:7.0pt "Times New Roman"'>&nbsp;
  </span></span></span><![endif]><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Homework1.pdf"><span
  style='color:#00B050'>Homework 1 - Due in class Feb 17</span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;margin-left:72.0pt;mso-add-space:auto;text-indent:
  -18.0pt;line-height:150%;mso-list:l0 level2 lfo4'><![if !supportLists]><span
  style='font-family:"Courier New";mso-fareast-font-family:"Courier New";
  color:#00B050'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;
  </span></span></span><![endif]><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/SolutionHomework1.pdf"><span
  style='color:#00B050'>Homework 1 - Solutions</span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;line-height:
  150%;mso-list:l0 level1 lfo4'><![if !supportLists]><span style='font-family:
  Wingdings;mso-fareast-font-family:Wingdings;mso-bidi-font-family:Wingdings;
  color:#00B050'><span style='mso-list:Ignore'>Ø<span style='font:7.0pt "Times New Roman"'>&nbsp;
  </span></span></span><![endif]><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Homework2.pdf"><span
  style='color:#00B050'>Homework 2 - Due in class March 4</span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;margin-left:72.0pt;mso-add-space:auto;text-indent:
  -18.0pt;line-height:150%;mso-list:l0 level2 lfo4'><![if !supportLists]><span
  style='font-family:"Courier New";mso-fareast-font-family:"Courier New";
  color:#00B050'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;
  </span></span></span><![endif]><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/SolutionHomework2.pdf"><span
  style='color:#00B050'>Homework 2 - Solutions</span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;line-height:
  150%;mso-list:l0 level1 lfo4'><![if !supportLists]><span style='font-family:
  Wingdings;mso-fareast-font-family:Wingdings;mso-bidi-font-family:Wingdings;
  color:#00B050'><span style='mso-list:Ignore'>Ø<span style='font:7.0pt "Times New Roman"'>&nbsp;
  </span></span></span><![endif]><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Homework3.pdf"><span
  style='color:#00B050'>Homework 3 - Due in class March 23</span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;margin-left:72.0pt;mso-add-space:auto;text-indent:
  -18.0pt;line-height:150%;mso-list:l0 level2 lfo4'><![if !supportLists]><span
  style='font-family:"Courier New";mso-fareast-font-family:"Courier New";
  color:#00B050'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;
  </span></span></span><![endif]><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/SolutionHomework3.pdf"><span
  style='color:#00B050'>Homework 3 - Solutions</span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;line-height:
  150%;mso-list:l0 level1 lfo4'><![if !supportLists]><span style='font-family:
  Wingdings;mso-fareast-font-family:Wingdings;mso-bidi-font-family:Wingdings;
  color:#00B050'><span style='mso-list:Ignore'>Ø<span style='font:7.0pt "Times New Roman"'>&nbsp;
  </span></span></span><![endif]><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Homework4.pdf"><span
  style='color:#00B050'>Homework 4 - Due in class April </span><span
  style='mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fareast;
  color:#00B050'>23</span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;margin-left:72.0pt;mso-add-space:auto;text-indent:
  -18.0pt;line-height:150%;mso-list:l0 level2 lfo4'><![if !supportLists]><span
  style='font-family:"Courier New";mso-fareast-font-family:"Courier New";
  color:#00B050'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;
  </span></span></span><![endif]><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/SolutionHomework4.pdf"><span
  style='color:#00B050'>Homework 4 - Solutions</span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;text-indent:-18.0pt;line-height:
  150%;mso-list:l0 level1 lfo4'><![if !supportLists]><span style='font-family:
  Wingdings;mso-fareast-font-family:Wingdings;mso-bidi-font-family:Wingdings;
  color:#00B050'><span style='mso-list:Ignore'>Ø<span style='font:7.0pt "Times New Roman"'>&nbsp;
  </span></span></span><![endif]><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><a
  href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Homework5.pdf"><span
  style='color:#00B050'>Homework 5 - Due M</span><span style='mso-fareast-font-family:
  "Times New Roman";mso-fareast-theme-font:minor-fareast;color:#00B050'>ay 18 </span><span
  style='color:#00B050'><span style='mso-spacerun:yes'> </span></span></a><o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:150%'><span
  style='font-family:"Arial",sans-serif;mso-fareast-font-family:"Times New Roman";
  color:#00B050'><o:p>&nbsp;</o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:150%'><span
  style='font-family:"Arial",sans-serif;mso-fareast-font-family:"Times New Roman";
  color:#00B050'><o:p>&nbsp;</o:p></span></p>
  <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;
  mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:150%'><span
  style='font-family:"Arial",sans-serif;mso-fareast-font-family:"Times New Roman";
  color:#00B050'><o:p>&nbsp;</o:p></span></p>
  <p class=MsoListParagraphCxSpLast style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
  auto;mso-add-space:auto;line-height:150%'><span style='font-family:"Arial",sans-serif;
  mso-fareast-font-family:"Times New Roman";color:#00B050'><o:p>&nbsp;</o:p></span></p>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
  style='font-size:16.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";
  color:#BF8F00;mso-themecolor:accent4;mso-themeshade:191'>Computer Stuff<o:p></o:p></span></u></b></p>
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   style='width:459.55pt;border-collapse:collapse;border:none;mso-border-alt:
   double windowtext 1.5pt;mso-yfti-tbllook:1184;mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
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    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;line-height:200%'><b style='mso-bidi-font-weight:normal'><span
    style='font-size:10.0pt;line-height:200%;mso-fareast-font-family:"Times New Roman";
    color:#BF8F00;mso-themecolor:accent4;mso-themeshade:191'>Tutorials:<o:p></o:p></span></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;line-height:200%'><span style='font-size:10.0pt;line-height:200%;
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    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/MathFinance/MathFinance/MATLAB%20Tutorial%20I.ppt"><span
    style='color:#BF8F00;mso-themecolor:accent4;mso-themeshade:191'>MATLAB
    Tutorial I</span></a><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;line-height:200%'><span style='font-size:10.0pt;line-height:200%;
    mso-fareast-font-family:"Times New Roman";color:#BF8F00;mso-themecolor:
    accent4;mso-themeshade:191'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/MathFinance/MathFinance/MATLAB%20Tutorial%20II.ppt"><span
    style='color:#BF8F00;mso-themecolor:accent4;mso-themeshade:191'>MATLAB
    Tutorial II</span></a><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;line-height:200%'><span style='font-size:10.0pt;line-height:200%;
    mso-fareast-font-family:"Times New Roman";color:#BF8F00;mso-themecolor:
    accent4;mso-themeshade:191'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/MathFinance/MathFinance/MATLAB%20Tutorial%20III.ppt"><span
    style='color:#BF8F00;mso-themecolor:accent4;mso-themeshade:191'>MATLAB
    Tutorial III</span></a><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
    auto;line-height:200%'><span style='font-size:10.0pt;line-height:200%;
    mso-fareast-font-family:"Times New Roman";color:#BF8F00;mso-themecolor:
    accent4;mso-themeshade:191'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/MathFinance/MathFinance/MATLAB%20Tutorial%20IV.ppt"><span
    style='color:#BF8F00;mso-themecolor:accent4;mso-themeshade:191'>MATLAB
    Tutorial IV</span></a></span><b style='mso-bidi-font-weight:normal'><u><span
    style='font-size:14.0pt;line-height:200%;mso-fareast-font-family:"Times New Roman";
    color:#BF8F00;mso-themecolor:accent4;mso-themeshade:191'><o:p></o:p></span></u></b></p>
    </td>
    <td width=216 valign=top style='width:162.0pt;border:double windowtext 1.5pt;
    border-left:none;mso-border-left-alt:double windowtext 1.5pt;padding:0cm 5.4pt 0cm 5.4pt'>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><b style='mso-bidi-font-weight:
    normal'><span style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    mso-fareast-font-family:Wingdings;color:#00B0F0'>Excel Simulations:&nbsp;<o:p></o:p></span></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/MathFinWorkshop/returnsnormal.csv"><span
    style='color:#00B0F0'>Are Stock Returns Normal?</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/QQPlot.xlsx">QQ
    Plot</a> <o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/MathFinWorkshop/Binomial.xlsx"><span
    style='color:#00B0F0'>Binomial Distribution</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;mso-fareast-font-family:
    Wingdings;color:#00B0F0'>&nbsp;</span><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/MathFinWorkshop/Exponential.xlsx"><span
    style='color:#00B0F0'>Exponential Distribution</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;mso-fareast-font-family:
    Wingdings;color:#00B0F0'>&nbsp;</span><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'> <a
    href="http://web.lums.edu.pk/~adnan.khan/MathFinWorkshop/Normal1.xlsx"><span
    style='color:#00B0F0'>Normal Distribution I</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;mso-fareast-font-family:
    Wingdings;color:#00B0F0'>&nbsp; </span><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/MathFinWorkshop/Normal2.xlsx"><span
    style='color:#00B0F0'>Normal Distribution II</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;mso-fareast-font-family:
    Wingdings;color:#00B0F0'>&nbsp; </span><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/MathFinWorkshop/Weiner.xlsx"><span
    style='color:#00B0F0'>Weiner Process</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;mso-fareast-font-family:
    Wingdings;color:#00B0F0'>&nbsp; </span><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/MathFinWorkshop/AGM.xlsx"><span
    style='color:#00B0F0'>Mean Reverting Process</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;mso-fareast-font-family:
    Wingdings;color:#00B0F0'>&nbsp; </span><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/MathFinWorkshop/GBM.xlsx"><span
    style='color:#00B0F0'>Geometric Brownian Motion</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;mso-fareast-font-family:
    Wingdings;color:#00B0F0'>&nbsp; </span><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/MathFinWorkshop/MCOptionPricing.xlsx"><span
    style='color:#00B0F0'>Monte Carlo Pricing of European Options</span></a><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;line-height:200%'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#00B0F0'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/VaR.xlsx"><span
    class=SpellE>VaR</span> Calculation</a></span><span style='font-size:14.0pt;
    line-height:200%;mso-fareast-font-family:"Times New Roman";color:#BF8F00;
    mso-themecolor:accent4;mso-themeshade:191'><o:p></o:p></span></p>
    </td>
    <td width=242 valign=top style='width:181.45pt;border:double windowtext 1.5pt;
    border-left:none;mso-border-left-alt:double windowtext 1.5pt;padding:0cm 5.4pt 0cm 5.4pt'>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><b
    style='mso-bidi-font-weight:normal'><span style='font-size:11.0pt;
    line-height:200%;font-family:"Arial",sans-serif;color:#002060'>MATLAB
    Simulations:<o:p></o:p></span></b></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:red'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/CLT.m"><span
    style='color:red'>Central Limit Theorem</span></a><u1:p></u1:p>*<o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:red'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/LCG.m"><span
    style='color:red'>Linear Congruential Generator</span></a><u1:p></u1:p>*<o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a
    href="http://web.lums.edu.pk/~adnan.khan/MFUNSM/Binomial.m"><span
    style='color:#002060'>Binomial Distribution</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a
    href="http://web.lums.edu.pk/~adnan.khan/MFUNSM/Exponential.m"><span
    style='color:#002060'>Exponential Distribution</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a href="http://web.lums.edu.pk/~adnan.khan/MFUNSM/Normal.m"><span
    style='color:#002060'>Normal Distribution </span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a href="http://web.lums.edu.pk/~adnan.khan/MFUNSM/Weiner.m"><span
    style='color:#002060'>Weiner Process</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a href="http://web.lums.edu.pk/~adnan.khan/MFUNSM/AGM.m"><span
    style='color:#002060'>Mean Reverting Process</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a href="http://web.lums.edu.pk/~adnan.khan/MFUNSM/GBM.m"><span
    style='color:#002060'>Geometric Brownian Motion</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a href="http://web.lums.edu.pk/~adnan.khan/MFUNSM/BS.m"><span
    style='color:#002060'>Black Scholes Formula</span></a><u1:p></u1:p></span><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif'><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a
    href="http://web.lums.edu.pk/~adnan.khan/MFUNSM/MCOptionPricing.m"><span
    style='color:#002060'>Monte Carlo Pricing of European Options</span></a><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Heat1DExplicit.m"><span
    style='color:#002060'>Explicit FD Method Heat Equation</span></a><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/Heat1DImplicit.m"><span
    style='color:#002060'>Implicit FD Method Heat Equation</span></a><o:p></o:p></span></p>
    <p class=MsoNormal style='mso-margin-top-alt:auto;margin-right:15.1pt;
    mso-margin-bottom-alt:auto;mso-add-space:auto;line-height:200%'><span
    style='font-size:11.0pt;line-height:200%;font-family:"Arial",sans-serif;
    color:#002060'><a
    href="http://web.lums.edu.pk/~adnan.khan/classes/classes/QuantFin/BSExplicit.m"><span
    style='color:#002060'>Explicit FD Method Black Scholes </span></a></span><b
    style='mso-bidi-font-weight:normal'><u><span style='font-size:14.0pt;
    line-height:200%;mso-fareast-font-family:"Times New Roman";color:#BF8F00;
    mso-themecolor:accent4;mso-themeshade:191'><o:p></o:p></span></u></b></p>
    </td>
   </tr>
  </table>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  line-height:150%'><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:
  "Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  line-height:150%'><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:
  "Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:5;mso-yfti-lastrow:yes;height:46.35pt'>
  <td width=1118 colspan=2 style='width:838.85pt;padding:0cm 0cm 0cm 0cm;
  height:46.35pt'>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  line-height:150%'><b style='mso-bidi-font-weight:normal'><u><span
  style='mso-fareast-font-family:"Times New Roman";color:red'><o:p><span
   style='text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>
  </td>
 </tr>
</table>

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<p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
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