MIME-Version: 1.0
Content-Type: multipart/related; boundary="----=_NextPart_01C6E221.8E7E7C50"

This document is a Single File Web Page, also known as a Web Archive file.  If you are seeing this message, your browser or editor doesn't support Web Archive files.  Please download a browser that supports Web Archive, such as Microsoft Internet Explorer.

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:w=3D"urn:schemas-microsoft-com:office:word"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DWord.Document>
<meta name=3DGenerator content=3D"Microsoft Word 11">
<meta name=3DOriginator content=3D"Microsoft Word 11">
<link rel=3DFile-List href=3D"723lecture6_files/filelist.xml">
<link rel=3DEdit-Time-Data href=3D"723lecture6_files/editdata.mso">
<link rel=3DOLE-Object-Data href=3D"723lecture6_files/oledata.mso">
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
w\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
</style>
<![endif]-->
<title>McPeak</title>
<!--[if gte mso 9]><xml>
 <o:DocumentProperties>
  <o:Author>jomcpeak</o:Author>
  <o:Template>Normal</o:Template>
  <o:LastAuthor>jomcpeak</o:LastAuthor>
  <o:Revision>2</o:Revision>
  <o:TotalTime>3</o:TotalTime>
  <o:LastPrinted>2006-09-27T14:41:00Z</o:LastPrinted>
  <o:Created>2006-09-27T14:41:00Z</o:Created>
  <o:LastSaved>2006-09-27T14:41:00Z</o:LastSaved>
  <o:Pages>1</o:Pages>
  <o:Words>1490</o:Words>
  <o:Characters>8497</o:Characters>
  <o:Company>Syracuse University</o:Company>
  <o:Lines>70</o:Lines>
  <o:Paragraphs>19</o:Paragraphs>
  <o:CharactersWithSpaces>9968</o:CharactersWithSpaces>
  <o:Version>11.8036</o:Version>
 </o:DocumentProperties>
</xml><![endif]--><!--[if gte mso 9]><xml>
 <w:WordDocument>
  <w:ValidateAgainstSchemas/>
  <w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
  <w:IgnoreMixedContent>false</w:IgnoreMixedContent>
  <w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
  <w:Compatibility>
   <w:BreakWrappedTables/>
   <w:SnapToGridInCell/>
   <w:WrapTextWithPunct/>
   <w:UseAsianBreakRules/>
   <w:UseWord2002TableStyleRules/>
  </w:Compatibility>
  <w:BrowserLevel>MicrosoftInternetExplorer4</w:BrowserLevel>
 </w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
 <w:LatentStyles DefLockedState=3D"false" LatentStyleCount=3D"156">
 </w:LatentStyles>
</xml><![endif]-->
<style>
<!--
 /* Font Definitions */
 @font-face
	{font-family:Wingdings;
	panose-1:5 0 0 0 0 0 0 0 0 0;
	mso-font-charset:2;
	mso-generic-font-family:auto;
	mso-font-pitch:variable;
	mso-font-signature:0 268435456 0 0 -2147483648 0;}
@font-face
	{font-family:Tahoma;
	panose-1:2 11 6 4 3 5 4 4 2 4;
	mso-font-charset:0;
	mso-generic-font-family:swiss;
	mso-font-pitch:variable;
	mso-font-signature:1627421319 -2147483648 8 0 66047 0;}
 /* Style Definitions */
 p.MsoNormal, li.MsoNormal, div.MsoNormal
	{mso-style-parent:"";
	margin:0in;
	margin-bottom:.0001pt;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"Times New Roman";
	mso-fareast-font-family:"Times New Roman";}
p.MsoFooter, li.MsoFooter, div.MsoFooter
	{margin:0in;
	margin-bottom:.0001pt;
	mso-pagination:widow-orphan;
	tab-stops:center 3.0in right 6.0in;
	font-size:12.0pt;
	font-family:"Times New Roman";
	mso-fareast-font-family:"Times New Roman";}
p.MsoAcetate, li.MsoAcetate, div.MsoAcetate
	{mso-style-noshow:yes;
	margin:0in;
	margin-bottom:.0001pt;
	mso-pagination:widow-orphan;
	font-size:8.0pt;
	font-family:Tahoma;
	mso-fareast-font-family:"Times New Roman";}
 /* Page Definitions */
 @page
	{mso-footnote-separator:url("723lecture6_files/header.htm") fs;
	mso-footnote-continuation-separator:url("723lecture6_files/header.htm") fc=
s;
	mso-endnote-separator:url("723lecture6_files/header.htm") es;
	mso-endnote-continuation-separator:url("723lecture6_files/header.htm") ecs=
;}
@page Section1
	{size:8.5in 11.0in;
	margin:1.0in 1.25in 1.0in 1.25in;
	mso-header-margin:.5in;
	mso-footer-margin:.5in;
	mso-even-footer:url("723lecture6_files/header.htm") ef1;
	mso-footer:url("723lecture6_files/header.htm") f1;
	mso-paper-source:0;}
div.Section1
	{page:Section1;}
 /* List Definitions */
 @list l0
	{mso-list-id:1592470849;
	mso-list-type:hybrid;
	mso-list-template-ids:-325571906 -924161122 67698713 67698715 67698703 676=
98713 67698715 67698703 67698713 67698715;}
@list l0:level1
	{mso-level-text:"%1\)";
	mso-level-tab-stop:42.0pt;
	mso-level-number-position:left;
	margin-left:42.0pt;
	text-indent:-24.0pt;}
@list l1
	{mso-list-id:2086108103;
	mso-list-type:hybrid;
	mso-list-template-ids:2097976782 1125138438 67698691 67698693 67698689 676=
98691 67698693 67698689 67698691 67698693;}
@list l1:level1
	{mso-level-start-at:0;
	mso-level-number-format:bullet;
	mso-level-text:-;
	mso-level-tab-stop:.5in;
	mso-level-number-position:left;
	text-indent:-.25in;
	font-family:"Times New Roman";
	mso-fareast-font-family:"Times New Roman";}
ol
	{margin-bottom:0in;}
ul
	{margin-bottom:0in;}
-->
</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-parent:"";
	mso-padding-alt:0in 5.4pt 0in 5.4pt;
	mso-para-margin:0in;
	mso-para-margin-bottom:.0001pt;
	mso-pagination:widow-orphan;
	font-size:10.0pt;
	font-family:"Times New Roman";
	mso-ansi-language:#0400;
	mso-fareast-language:#0400;
	mso-bidi-language:#0400;}
</style>
<![endif]-->
</head>

<body lang=3DEN-US style=3D'tab-interval:.5in'>

<div class=3DSection1>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>McPeak<o:p></o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Lecture 6<o:p></o:p><=
/span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>PPA 723<o:p></o:p></s=
pan></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Constrained consumer =
choice.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>What is the optimal b=
undle?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>The bundle of goods t=
hat
makes the consumer as well off as possible given a particular budget
constraint.<span style=3D'mso-spacerun:yes'>&nbsp; </span>The bundle consum=
ed at
the point where the indifference curve is tangent to the budget line.<o:p><=
/o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Graph with points a, =
b, c, d.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>B is the optimal bund=
le.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>C is not, as it is no=
t in the
opportunity set.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>A is in the opportuni=
ty set,
but has less of good 1 and 2 than b, so must be worse.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>D is in the opportuni=
ty set,
and has more of good one, less of good 2.<span style=3D'mso-spacerun:yes'>&=
nbsp;
</span>By looking at the indifference curves and knowing their properties, =
we
can rule it out.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Technical note:<span
style=3D'mso-spacerun:yes'>&nbsp; </span><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>A solution is an inte=
rior
solution if the optimal bundle involves the consumer consuming positive amo=
unts
of both goods.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>A solution is a corner
solution if the optimal bundle involves the consumer consuming zero of one =
of
the goods.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>We will focus on inte=
rior
solutions.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>For an interior solut=
ion, the
marginal rate of substitution equals the marginal rate of transformation.<s=
pan
style=3D'mso-spacerun:yes'>&nbsp; </span>We know these expressions have oth=
er
forms, so we can write the expanded equality for the condition of an interi=
or
solution as follows:<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><sub><!--[if gte vml =
1]><v:shapetype
 id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=
=3D"t"
 path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" stroked=3D"f">
 <v:stroke joinstyle=3D"miter"/>
 <v:formulas>
  <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
  <v:f eqn=3D"sum @0 1 0"/>
  <v:f eqn=3D"sum 0 0 @1"/>
  <v:f eqn=3D"prod @2 1 2"/>
  <v:f eqn=3D"prod @3 21600 pixelWidth"/>
  <v:f eqn=3D"prod @3 21600 pixelHeight"/>
  <v:f eqn=3D"sum @0 0 1"/>
  <v:f eqn=3D"prod @6 1 2"/>
  <v:f eqn=3D"prod @7 21600 pixelWidth"/>
  <v:f eqn=3D"sum @8 21600 0"/>
  <v:f eqn=3D"prod @7 21600 pixelHeight"/>
  <v:f eqn=3D"sum @10 21600 0"/>
 </v:formulas>
 <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
</v:shapetype><v:shape id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'wi=
dth:351pt;
 height:66pt' o:ole=3D"">
 <v:imagedata src=3D"723lecture6_files/image001.wmz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D468 height=3D88
src=3D"723lecture6_files/image002.gif" v:shapes=3D"_x0000_i1025"><![endif]>=
</sub><!--[if gte mso 9]><xml>
 <o:OLEObject Type=3D"Embed" ProgID=3D"Equation.3" ShapeID=3D"_x0000_i1025"
  DrawAspect=3D"Content" ObjectID=3D"_1220858870">
 </o:OLEObject>
</xml><![endif]--><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>A nice way to think a=
bout it
is that the optimal bundle equates the marginal utility per dollar spent on
good 1 with the marginal utility per dollar spent on good 2.<o:p></o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><sub><!--[if gte vml =
1]><v:shape
 id=3D"_x0000_i1026" type=3D"#_x0000_t75" style=3D'width:2in;height:63.75pt=
' o:ole=3D"">
 <v:imagedata src=3D"723lecture6_files/image003.wmz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D192 height=3D85
src=3D"723lecture6_files/image004.gif" v:shapes=3D"_x0000_i1026"><![endif]>=
</sub><!--[if gte mso 9]><xml>
 <o:OLEObject Type=3D"Embed" ProgID=3D"Equation.3" ShapeID=3D"_x0000_i1026"
  DrawAspect=3D"Content" ObjectID=3D"_1220858871">
 </o:OLEObject>
</xml><![endif]--><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<span style=3D'font-size:18.0pt;font-family:"Times New Roman";mso-fareast-f=
ont-family:
"Times New Roman";mso-ansi-language:EN-US;mso-fareast-language:EN-US;
mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:always'>
</span>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Example:<o:p></o:p></=
span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Price of apples is $0=
.50,
price of oranges is $0.80.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Consumption bundle is=
 4
apples and 10 oranges.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Income is $10.<o:p></=
o:p></span></p>

<p class=3DMsoNormal><span lang=3DFR style=3D'font-size:18.0pt;mso-ansi-lan=
guage:
FR'>MU<sub>apples</sub>(apples=3D4, oranges=3D10)=3D3<o:p></o:p></span></p>

<p class=3DMsoNormal><span lang=3DFR style=3D'font-size:18.0pt;mso-ansi-lan=
guage:
FR'>MU<sub>oranges</sub>(apples=3D4, oranges=3D10)=3D4<o:p></o:p></span></p>

<p class=3DMsoNormal><span lang=3DFR style=3D'font-size:18.0pt;mso-ansi-lan=
guage:
FR'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>First, is the consume=
r on the
budget line at the consumption bundle in question?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>What does a budget li=
ne look
like?<span style=3D'mso-spacerun:yes'>&nbsp; </span><sub><!--[if gte vml 1]=
><v:shape
 id=3D"_x0000_i1027" type=3D"#_x0000_t75" style=3D'width:93.75pt;height:17.=
25pt'
 o:ole=3D"">
 <v:imagedata src=3D"723lecture6_files/image005.wmz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D125 height=3D23
src=3D"723lecture6_files/image006.gif" v:shapes=3D"_x0000_i1027"><![endif]>=
</sub><!--[if gte mso 9]><xml>
 <o:OLEObject Type=3D"Embed" ProgID=3D"Equation.3" ShapeID=3D"_x0000_i1027"
  DrawAspect=3D"Content" ObjectID=3D"_1220858872">
 </o:OLEObject>
</xml><![endif]--><span style=3D'mso-spacerun:yes'>&nbsp;</span>or <sub><!-=
-[if gte vml 1]><v:shape
 id=3D"_x0000_i1028" type=3D"#_x0000_t75" style=3D'width:111pt;height:14.25=
pt' o:ole=3D"">
 <v:imagedata src=3D"723lecture6_files/image007.wmz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D148 height=3D19
src=3D"723lecture6_files/image008.gif" v:shapes=3D"_x0000_i1028"><![endif]>=
</sub><!--[if gte mso 9]><xml>
 <o:OLEObject Type=3D"Embed" ProgID=3D"Equation.3" ShapeID=3D"_x0000_i1028"
  DrawAspect=3D"Content" ObjectID=3D"_1220858873">
 </o:OLEObject>
</xml><![endif]-->, OK, so on the budget line (not above, not below).<o:p><=
/o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Draw with oranges on =
y axis,
apples on x axis.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>What is MRS at observ=
ed
consumption bundle?<span style=3D'mso-spacerun:yes'>&nbsp; </span><o:p></o:=
p></span></p>

<p class=3DMsoNormal style=3D'margin-left:.5in;text-indent:-.25in;mso-list:=
l1 level1 lfo2;
tab-stops:list .5in'><![if !supportLists]><span style=3D'font-size:18.0pt'>=
<span
style=3D'mso-list:Ignore'>-<span style=3D'font:7.0pt "Times New Roman"'>&nb=
sp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span style=3D'font-size:18.0pt'>MU<sub>appl=
es</sub>/
MU<sub>oranges</sub> , or -3/4 =3D-0.75<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>What is MRT at observ=
ed
consumption bundle? &#8211;price of apples/ price of oranges, or -0.5/0.8 or
-0.625.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Market says I have to=
 give up
.625 oranges to get 1 more apple.<span style=3D'mso-spacerun:yes'>&nbsp;
</span>My preferences say I am willing to give up .75 oranges to get 1 more
apple to be equally happy.<span style=3D'mso-spacerun:yes'>&nbsp; </span>I =
can
give up less than that and have some left over to make me move up to a high=
er
indifference curve.<span style=3D'mso-spacerun:yes'>&nbsp; </span><o:p></o:=
p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></spa=
n></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Or, MRS at that point=
 says
give up 3 oranges to get 4 applies, MRT says give up three oranges to get 4=
.8
apples.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Why give up oranges t=
o get
more apples and not the other way around?<span style=3D'mso-spacerun:yes'>&=
nbsp;
</span><sub><!--[if gte vml 1]><v:shape id=3D"_x0000_i1029" type=3D"#_x0000=
_t75"
 style=3D'width:2in;height:63.75pt' o:ole=3D"">
 <v:imagedata src=3D"723lecture6_files/image003.wmz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D192 height=3D85
src=3D"723lecture6_files/image004.gif" v:shapes=3D"_x0000_i1029"><![endif]>=
</sub><!--[if gte mso 9]><xml>
 <o:OLEObject Type=3D"Embed" ProgID=3D"Equation.3" ShapeID=3D"_x0000_i1029"
  DrawAspect=3D"Content" ObjectID=3D"_1220858874">
 </o:OLEObject>
</xml><![endif]--><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><sub><!--[if gte vml =
1]><v:shape
 id=3D"_x0000_i1030" type=3D"#_x0000_t75" style=3D'width:3in;height:76.5pt'=
 o:ole=3D"">
 <v:imagedata src=3D"723lecture6_files/image009.wmz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D288 height=3D102
src=3D"723lecture6_files/image010.gif" v:shapes=3D"_x0000_i1030"><![endif]>=
</sub><!--[if gte mso 9]><xml>
 <o:OLEObject Type=3D"Embed" ProgID=3D"Equation.3" ShapeID=3D"_x0000_i1030"
  DrawAspect=3D"Content" ObjectID=3D"_1220858875">
 </o:OLEObject>
</xml><![endif]-->at optimal bundle, but <o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><sub><!--[if gte vml =
1]><v:shape
 id=3D"_x0000_i1031" type=3D"#_x0000_t75" style=3D'width:375pt;height:76.5p=
t' o:ole=3D"">
 <v:imagedata src=3D"723lecture6_files/image011.wmz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D500 height=3D102
src=3D"723lecture6_files/image012.gif" v:shapes=3D"_x0000_i1031"><![endif]>=
</sub><!--[if gte mso 9]><xml>
 <o:OLEObject Type=3D"Embed" ProgID=3D"Equation.3" ShapeID=3D"_x0000_i1031"
  DrawAspect=3D"Content" ObjectID=3D"_1220858876">
 </o:OLEObject>
</xml><![endif]-->at current bundle.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>I need to bring down =
the
marginal utility of apples, bring up the marginal utility of oranges.<span
style=3D'mso-spacerun:yes'>&nbsp; </span><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>By diminishing margin=
al
utility, I get higher marginal utility by consuming less of a good, lower
marginal utility by consuming more of a good.<span
style=3D'mso-spacerun:yes'>&nbsp; </span><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>So to bring MU<sub>ap=
ples</sub>
down, I need to consume more apples.<span style=3D'mso-spacerun:yes'>&nbsp;
</span><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>To bring MU<sub>orang=
es</sub>
up, I need to consumer fewer oranges. <o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Thus more apples, few=
er
oranges (say 12 apples, 5 oranges which satisfies the budget constraint, and
under the assumption that MU<sub>apples</sub> (apples=3D12, oranges =3D 5) =
=3D 2.75,
MU<sub>oranges</sub> (apples=3D12, oranges =3D 5) =3D 4.4).<span
style=3D'mso-spacerun:yes'>&nbsp; </span><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<span style=3D'font-size:18.0pt;font-family:"Times New Roman";mso-fareast-f=
ont-family:
"Times New Roman";mso-ansi-language:EN-US;mso-fareast-language:EN-US;
mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:always'>
</span>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Remember, MRS is the =
rate at
which a consumer is willing to give up one good to get more of the other.<s=
pan
style=3D'mso-spacerun:yes'>&nbsp; </span>It comes from the underlying prefe=
rences
of the consumer.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>MRT is the rate at wh=
ich
prices let a consumer give up one good to get more of the other.<span
style=3D'mso-spacerun:yes'>&nbsp; </span>It comes from the underlying market
conditions and has nothing to do with the consumer&#8217;s preferences.<o:p=
></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Show corner solution.=
<span
style=3D'mso-spacerun:yes'>&nbsp; </span>In this case, the indifference cur=
ve is
not tangent to the budget line, since reality intrudes.<o:p></o:p></span></=
p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>The underlying prefer=
ences
cause this, and since we take preferences as given, we can run across
this.<span style=3D'mso-spacerun:yes'>&nbsp; </span>It happens when the con=
sumer
has a strong preference for one good as compared to the other.<o:p></o:p></=
span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<span style=3D'font-size:18.0pt;font-family:"Times New Roman";mso-fareast-f=
ont-family:
"Times New Roman";mso-ansi-language:EN-US;mso-fareast-language:EN-US;
mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:always'>
</span>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Food stamp example.<o=
:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Consider good 1 is fo=
od, good
two is all other goods.<span style=3D'mso-spacerun:yes'>&nbsp; </span><o:p>=
</o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Food stamps are given=
 to the
consumer, that can only be spent on food.<span style=3D'mso-spacerun:yes'>&=
nbsp;
</span>$100 worth let us say.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Consider extreme exam=
ples,
where all is spent on one good or the other again.<span
style=3D'mso-spacerun:yes'>&nbsp; </span>However, note there is an issue ab=
out
the constrained nature of the food stamp program.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Graph.<o:p></o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Shape of indifference=
 curves
matters here.<span style=3D'mso-spacerun:yes'>&nbsp; </span>Is the consumer
better off getting $100 cash or $100 in food stamps?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<span style=3D'font-size:18.0pt;font-family:"Times New Roman";mso-fareast-f=
ont-family:
"Times New Roman";mso-ansi-language:EN-US;mso-fareast-language:EN-US;
mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:always'>
</span>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Graph for equally wel=
l off
whether the transfer is in cash or in food stamps<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Graph for worse off w=
hen the
transfer is in food stamps rather than cash.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Note in both cases,
consumption of the other good has increased in spite of the fact that the p=
rogram
is targeted at food.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>General result &#8211=
; a
subsidy program that constrains consumer choice will do worse or no better =
than
an unconstrained transfer.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Why do we constrain t=
he
transfer in the case of food stamps then?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>What is the impact on=
 the
budget constraint of a black market in food stamps that lets you get 30 cen=
ts
on the dollar face value?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Show graph.<o:p></o:p=
></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<span style=3D'font-size:12.0pt;font-family:"Times New Roman";mso-fareast-f=
ont-family:
"Times New Roman";mso-ansi-language:EN-US;mso-fareast-language:EN-US;
mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:always'>
</span>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>(Chapter 5).<o:p></o:=
p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>How do we derive a de=
mand
curve?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Remember that we bega=
n the
course by taking a supply curve and a demand curve as given.<span
style=3D'mso-spacerun:yes'>&nbsp; </span>Now we are going to find out where=
 a
demand curve comes from.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Ingredients:<span
style=3D'mso-spacerun:yes'>&nbsp; </span>Budget line, Indifference curves,<=
span
style=3D'mso-spacerun:yes'>&nbsp; </span>Variation<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Go back to our basic =
budget
line:<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>p<sub>1*</sub> x<sub>=
1</sub> +p<sub>2*</sub>
x<sub>2</sub>=3DY<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>first with:<o:p></o:p=
></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Y=3D100, p<sub>1 </su=
b>=3D2.5nd p<sub>2</sub>
=3D 10<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Then consider <o:p></=
o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Y=3D100, p<sub>1 </su=
b>=3D5,<sub>
</sub>and p<sub>2</sub> =3D 10<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Y=3D100, p<sub>1 </su=
b>=3D10and p<sub>2</sub>
=3D 10<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>On the same graph.<sp=
an
style=3D'mso-spacerun:yes'>&nbsp; </span><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>X2<o:p></o:p></span><=
/p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>[graph] </span><!--[i=
f gte vml 1]><v:shape
 id=3D"_x0000_i1034" type=3D"#_x0000_t75" style=3D'width:291.75pt;height:28=
2pt'>
 <v:imagedata src=3D"723lecture6_files/image013.emz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D389 height=3D376
src=3D"723lecture6_files/image014.gif" v:shapes=3D"_x0000_i1034"><![endif]>=
<span
style=3D'font-size:18.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><span style=3D'mso-ta=
b-count:
10'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp; </span>X1<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Draw some indifferenc=
e curves
on this.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>X2<o:p></o:p></span><=
/p>

<p class=3DMsoNormal><!--[if gte vml 1]><v:shape id=3D"_x0000_i1032" type=
=3D"#_x0000_t75"
 style=3D'width:381.75pt;height:287.25pt'>
 <v:imagedata src=3D"723lecture6_files/image015.emz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D509 height=3D383
src=3D"723lecture6_files/image016.gif" v:shapes=3D"_x0000_i1032"><![endif]>=
<span
style=3D'font-size:18.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><span style=3D'mso-ta=
b-count:
11'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
; </span>X1<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>The line connecting t=
hese
points traces out the price consumption curve<span
style=3D'mso-spacerun:yes'>&nbsp; </span>(5,5) ; (10,5) ; (20, 5).<span
style=3D'mso-spacerun:yes'>&nbsp; </span>In this case, it is a horizontal l=
ine
due to the simple form I picked for utility.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>P<o:p></o:p></span></=
p>

<p class=3DMsoNormal><!--[if gte vml 1]><v:shape id=3D"_x0000_i1035" type=
=3D"#_x0000_t75"
 style=3D'width:270pt;height:195.75pt'>
 <v:imagedata src=3D"723lecture6_files/image017.emz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D360 height=3D261
src=3D"723lecture6_files/image018.gif" v:shapes=3D"_x0000_i1035"><![endif]>=
<span
style=3D'mso-tab-count:3'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&=
nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbs=
p;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span>Q</p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>We can summarize the
information in this form.<o:p></o:p></span></p>

<span style=3D'font-size:18.0pt;font-family:"Times New Roman";mso-fareast-f=
ont-family:
"Times New Roman";mso-ansi-language:EN-US;mso-fareast-language:EN-US;
mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:always'>
</span>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>All else constant, ho=
w does a
change in price impact the quantity demanded for a given good.<span
style=3D'mso-spacerun:yes'>&nbsp; </span>Sound familiar?<span
style=3D'mso-spacerun:yes'>&nbsp; </span>This is the derivation of the
individual&#8217;s demand curve for a particular good.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>The line traced out b=
y this,
the price consumption curve, will reflect the individual&#8217;s underlying
preferences.<span style=3D'mso-spacerun:yes'>&nbsp; </span>For a different
individual (one who has less of a preference for x2 than the individual just
considered), we would get the following result.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>X2<o:p></o:p></span><=
/p>

<p class=3DMsoNormal><!--[if gte vml 1]><v:shape id=3D"_x0000_i1036" type=
=3D"#_x0000_t75"
 style=3D'width:393pt;height:291.75pt'>
 <v:imagedata src=3D"723lecture6_files/image019.emz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D524 height=3D389
src=3D"723lecture6_files/image020.gif" v:shapes=3D"_x0000_i1036"><![endif]>=
<span
style=3D'font-size:18.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><span style=3D'mso-ta=
b-count:
10'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp=
;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp; </span>X1<o:p></o:p></span></p>

<table class=3DMsoNormalTable border=3D0 cellspacing=3D0 cellpadding=3D0 wi=
dth=3D130
 style=3D'width:97.6pt;margin-left:5.4pt;border-collapse:collapse;mso-paddi=
ng-alt:
 0in 5.4pt 0in 5.4pt'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes;height:12.75pt'>
  <td width=3D65 nowrap valign=3Dbottom style=3D'width:48.8pt;padding:0in 5=
.4pt 0in 5.4pt;
  height:12.75pt'>
  <p class=3DMsoNormal><span style=3D'font-size:10.0pt;font-family:Arial'>Q=
 of
  goods <o:p></o:p></span></p>
  </td>
  <td width=3D65 nowrap valign=3Dbottom style=3D'width:48.8pt;padding:0in 5=
.4pt 0in 5.4pt;
  height:12.75pt'>
  <p class=3DMsoNormal><span style=3D'font-size:10.0pt;font-family:Arial'>P=
rice<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:12.75pt'>
  <td width=3D65 nowrap valign=3Dbottom style=3D'width:48.8pt;padding:0in 5=
.4pt 0in 5.4pt;
  height:12.75pt'>
  <p class=3DMsoNormal align=3Dright style=3D'text-align:right'><span
  style=3D'font-size:10.0pt;font-family:Arial'>(6.4)<o:p></o:p></span></p>
  </td>
  <td width=3D65 nowrap valign=3Dbottom style=3D'width:48.8pt;padding:0in 5=
.4pt 0in 5.4pt;
  height:12.75pt'>
  <p class=3DMsoNormal align=3Dright style=3D'text-align:right'><span
  style=3D'font-size:10.0pt;font-family:Arial'>10<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:12.75pt'>
  <td width=3D65 nowrap valign=3Dbottom style=3D'width:48.8pt;padding:0in 5=
.4pt 0in 5.4pt;
  height:12.75pt'>
  <p class=3DMsoNormal align=3Dright style=3D'text-align:right'><span
  style=3D'font-size:10.0pt;font-family:Arial'>(14,3)<o:p></o:p></span></p>
  </td>
  <td width=3D65 nowrap valign=3Dbottom style=3D'width:48.8pt;padding:0in 5=
.4pt 0in 5.4pt;
  height:12.75pt'>
  <p class=3DMsoNormal align=3Dright style=3D'text-align:right'><span
  style=3D'font-size:10.0pt;font-family:Arial'>5<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;mso-yfti-lastrow:yes;height:12.75pt'>
  <td width=3D65 nowrap valign=3Dbottom style=3D'width:48.8pt;padding:0in 5=
.4pt 0in 5.4pt;
  height:12.75pt'>
  <p class=3DMsoNormal align=3Dright style=3D'text-align:right'><span
  style=3D'font-size:10.0pt;font-family:Arial'>(28.3)<o:p></o:p></span></p>
  </td>
  <td width=3D65 nowrap valign=3Dbottom style=3D'width:48.8pt;padding:0in 5=
.4pt 0in 5.4pt;
  height:12.75pt'>
  <p class=3DMsoNormal align=3Dright style=3D'text-align:right'><span
  style=3D'font-size:10.0pt;font-family:Arial'>2.5<o:p></o:p></span></p>
  </td>
 </tr>
</table>

<p class=3DMsoNormal><!--[if gte vml 1]><v:shape id=3D"_x0000_i1033" type=
=3D"#_x0000_t75"
 style=3D'width:369pt;height:195.75pt'>
 <v:imagedata src=3D"723lecture6_files/image021.emz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D492 height=3D261
src=3D"723lecture6_files/image022.gif" v:shapes=3D"_x0000_i1033"><![endif]>=
<span
style=3D'font-size:18.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Now, if we take each
individual&#8217;s demand curve and sum them horizontally, we end up with t=
he
market demand.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>At a price of 10, con=
sumer 1
wants 5 and consumer 2 wants 6.<span style=3D'mso-spacerun:yes'>&nbsp; </sp=
an>11<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>At a price of 5, cons=
umer 1
wants 10 and consumer 2 wants 14.<span style=3D'mso-spacerun:yes'>&nbsp;
</span>24<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>At a price of 2.5, co=
nsumer 1
wants 20 and consumer 2 wants 28.<span style=3D'mso-spacerun:yes'>&nbsp;
</span>48<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><!--[if gte vml 1]><v:shape id=3D"_x0000_i1037" type=
=3D"#_x0000_t75"
 style=3D'width:369pt;height:195.75pt'>
 <v:imagedata src=3D"723lecture6_files/image023.emz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D492 height=3D261
src=3D"723lecture6_files/image024.gif" v:shapes=3D"_x0000_i1037"><![endif]>=
<span
style=3D'font-size:18.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>What about a change in
income?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>p<sub>1*</sub> x<sub>=
1</sub> +p<sub>2*</sub>
x<sub>2</sub>=3DY<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>first with:<o:p></o:p=
></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Y=3D50, p<sub>1 </sub=
>=3D10,<sub>
</sub>and p<sub>2</sub> =3D 5<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Y=3D100, p<sub>1 </su=
b>=3D10,<sub>
</sub>and p<sub>2</sub> =3D 5<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Y=3D150, p<sub>1 </su=
b>=3D10,<sub>
</sub>and p<sub>2</sub> =3D 5<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte vml 1]><v:shape id=3D"_x0000_i1038" type=
=3D"#_x0000_t75"
 style=3D'width:369pt;height:264pt'>
 <v:imagedata src=3D"723lecture6_files/image025.emz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D492 height=3D352
src=3D"723lecture6_files/image026.gif" v:shapes=3D"_x0000_i1038"><![endif]>=
<span
style=3D'font-size:18.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>The line connecting t=
he
optimal bundles defined by increasing income is the Income &#8211; Consumpt=
ion
curve.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>At a given price of 1=
0 for
good one, we can draw these quantities on a price quantity graph to illustr=
ate
the idea of demand shifts.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><!--[if gte vml 1]><v:shape id=3D"_x0000_i1039" type=
=3D"#_x0000_t75"
 style=3D'width:369pt;height:195.75pt'>
 <v:imagedata src=3D"723lecture6_files/image027.emz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D492 height=3D261
src=3D"723lecture6_files/image028.gif" v:shapes=3D"_x0000_i1039"><![endif]>=
<span
style=3D'font-size:18.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>The graph traced out =
by
placing income on the y axis and quantity on the x axis is called an Engel
curve.<span style=3D'mso-spacerun:yes'>&nbsp; </span>I traces out the
relationship between the quantity demanded of a single good and income.<o:p=
></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><!--[if gte vml 1]><v:shape id=3D"_x0000_i1040" type=
=3D"#_x0000_t75"
 style=3D'width:369pt;height:195.75pt'>
 <v:imagedata src=3D"723lecture6_files/image029.emz" o:title=3D""/>
</v:shape><![endif]--><![if !vml]><img width=3D492 height=3D261
src=3D"723lecture6_files/image030.gif" v:shapes=3D"_x0000_i1040"><![endif]>=
<span
style=3D'font-size:18.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Remember the idea of =
income
elastiticites from before.<span style=3D'mso-spacerun:yes'>&nbsp; </span>He=
re is
where they come from.<span style=3D'mso-spacerun:yes'>&nbsp; </span>A norma=
l good
has a positive income elasticity, an inferior good has a negative income
elasticity.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>What is the formula f=
or an
income elasticity?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>(% change in q divide=
d by %
change in income)<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>A good can be normal =
for one
person and inferior for another.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>A good can be normal =
for one
person at one point in their life and inferior at another.<o:p></o:p></span=
></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>A good can be normal =
at one
level of income and inferior at another.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>We can block out spac=
e from
an optimal bundle to areas where both goods are normal, one good is normal =
and
the other inferior.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Can both goods be inf=
erior?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Show on graph.<o:p></=
o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<span style=3D'font-size:18.0pt;font-family:"Times New Roman";mso-fareast-f=
ont-family:
"Times New Roman";mso-ansi-language:EN-US;mso-fareast-language:EN-US;
mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:always'>
</span>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>What is the impact of=
 a price
change?<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>First, we identify th=
e change
in the quantity demanded as a result of a price change as the total
effect.<span style=3D'mso-spacerun:yes'>&nbsp; </span><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>We decompose this tot=
al
effect into two distinct components.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal style=3D'margin-left:42.0pt;text-indent:-24.0pt;mso-li=
st:l0 level1 lfo1;
tab-stops:list 42.0pt'><![if !supportLists]><span style=3D'font-size:18.0pt=
'><span
style=3D'mso-list:Ignore'>1)<span style=3D'font:7.0pt "Times New Roman"'>&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span style=3D'font-size:18.0pt'>The substit=
ution
effect.<span style=3D'mso-spacerun:yes'>&nbsp; </span>If utility and the pr=
ice of
the other good are held constant, as the price of one good rises, consumers
substitute between the two goods to reflect the new price ratio.<o:p></o:p>=
</span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Since MRS=3DMRT, pric=
e change
leads to a change in MRT, the consumer will adjust the consumption bundle a=
long
the indifference curve to re-equate MRS and MRT.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal style=3D'margin-left:42.0pt;text-indent:-24.0pt;mso-li=
st:l0 level1 lfo1;
tab-stops:list 42.0pt'><![if !supportLists]><span style=3D'font-size:18.0pt=
'><span
style=3D'mso-list:Ignore'>2)<span style=3D'font:7.0pt "Times New Roman"'>&n=
bsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span style=3D'font-size:18.0pt'>The income
effect.<span style=3D'mso-spacerun:yes'>&nbsp; </span>A change in price cha=
nges
the consumers buying power.<span style=3D'mso-spacerun:yes'>&nbsp; </span>R=
ecall
the example of how a having of prices is equivalent to a doubling of
income.<span style=3D'mso-spacerun:yes'>&nbsp; </span>This is the core idea=
 here.<span
style=3D'mso-spacerun:yes'>&nbsp; </span>If the price of good one goes down=
 all
else held constant, that is going to increase the consumer&#8217;s buying p=
ower
which is like increasing their income.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Total effect =3D subs=
titution
effect + income effect.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Since indifference cu=
rves are
downward sloping, can we predict the sign of the substitution effect?<span
style=3D'mso-spacerun:yes'>&nbsp; </span>The change in price and the substi=
tution
effect should have opposite signs.<span style=3D'mso-spacerun:yes'>&nbsp;
</span>An increase in price leads to less of the good being consumed.<span
style=3D'mso-spacerun:yes'>&nbsp; </span>A decrease in price leads to more =
of a
good being consumed.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Show graph.<o:p></o:p=
></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>However, the income e=
ffect
depends on whether the good is a normal or an inferior good.<o:p></o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>A Giffen good is one =
for
which a decrease in price causes quantity demanded to fall (the income effe=
ct
outweighs the substitution effect, making the total effect negative).<span
style=3D'mso-spacerun:yes'>&nbsp; </span>Not observed in reality, but an in=
teresting
example.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'><o:p>&nbsp;</o:p></sp=
an></p>

<p class=3DMsoNormal><span style=3D'font-size:18.0pt'>Show graphs for subst=
itution
effect for normal good, inferior good, and Giffen good.<o:p></o:p></span></=
p>

<p class=3DMsoNormal><o:p>&nbsp;</o:p></p>

<p class=3DMsoNormal>For edification / inoculation:</p>

<p class=3DMsoNormal><o:p>&nbsp;</o:p></p>

<p class=3DMsoNormal><o:p>&nbsp;</o:p></p>

<p class=3DMsoNormal>This graphically represents what in economics is known=
 as
the Slutsky equation.<span style=3D'mso-spacerun:yes'>&nbsp; </span></p>

<p class=3DMsoNormal><o:p>&nbsp;</o:p></p>

<p class=3DMsoNormal>It describes the relationship between two different ap=
proaches
to deriving the demand function:<span style=3D'mso-spacerun:yes'>&nbsp;
</span>One, a money income held constant derivation (the Marshallian), and a
second utility held constant derivation (the Hicksian).<span
style=3D'mso-spacerun:yes'>&nbsp; </span></p>

<span style=3D'font-size:12.0pt;font-family:"Times New Roman";mso-fareast-f=
ont-family:
"Times New Roman";mso-ansi-language:EN-US;mso-fareast-language:EN-US;
mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:always'>
</span>

<p class=3DMsoNormal>Show three graphs for a price decrease: One, S+, I+,T+=
; Two,
S+, I-, T+; Three S+, I-, T-.<span style=3D'mso-spacerun:yes'>&nbsp; </span=
></p>

</div>

</body>

</html>

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image001.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz

H4sIAAAAAAACC52Tv0vDQBTH3921tk1rG2yHIkKigxTEn6sIDl0cKppWcVUMKFirKMYODg4KOjk7
CAU3ceggIjjEQYuCoJOD/4SggygY72doRBcD134/7737Xl5e8nR/cwjiyrgEYkw8jiEmyC2iP9DB
k2G6YlgpjJBUCHuex1UfyspY3K9LYOqZaaOquyUF7eCxYtApu1Qd0+WmAeYJ3SNrElCYXV8oVVds
gAeI0ugHFjvYFaKrFwnvDH5A7yGm0lTNRFXsJKZiuYSKTSdVrJ5i/Xxi90s4HiDui0EvLZbtNXPc
dkyrUp5dhvPrhuPSZbp3DsCAPJs/GRjSTOzp9LahYJXsKI8YZDXJzCYswZNoN8AGOdIYz/j5vQAb
JB1mD64wpfI5yerEYRAnFm3Rg+n9rwfM/19oL+KkCkmmmMWQvJMa0jgPWiq/HW/mGtqJN9dXyFkk
yP2cN/36eiS4Py/zv8wCsz6K1fJcZQmcURroiWiNv2Yh+sCyDxO36MxixFK80cq41+etRHPeIM8x
xnl/IjcBNvFpNOiXDQX9DCLymnx7Nf6G83GA6E2HCKdL/k0gjLuK1bV1u8xIg07Y58Us+fbaBhdX
DefnjAjf/w0NrT3qqAMAAA==

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image002.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image003.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz

H4sIAAAAAAACC51Su0oDQRS9cyePzRpwSSxELFYLO0XTK/mBSDDZyirCgoJrVhNY1yq1la1WWvgN
IlishQYEIY0IfoBlENRGwXXmzs5CRBsHLnPOfZ55PN7fngCtnhFxVpCo7jAQgIsNOExTNCusgBoh
YwliGMcxoQU2mfjG0rwiRrxnlASay43DFMQyGSzBI4HOhVUNAJeLmiSnCLVWd7MZ+i7AAEQQPlBV
yJURNs9U7wkcsCqhskAHXPueMtq3Ykjtn2jHqvqIUQ8Eq7nluR171Q3stbbX2oGLm34QCbOjuwBg
MZnDaH7F9PlZTpZWQsVP2XF+lJeJ74c6f0j3s5TGn3GUh6jylb7o63/6kPaXVKfNh1nZwk/m1Nl7
Rj5FzdHxJunyHR1fBxX/RQdKHY3Q22hvQ1AVjl3D3PvrnpQO1DrwgcsWy46ZvKpJL0/HAzXLgjyx
K/orDHG2EXa6rieZCTNwSMky+PZagsvrfvDzzJzqvwHSfyCVwAIAAA==

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image004.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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=

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image005.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz

H4sIAAAAAAACC7t+9tgsBjA4wK3AxMAJYn0MZwQxmF0ZGRiYGGTAsqxAzMkEYzExMkJZjEz///8H
s/QYJaBi3HB1PEwKTAe4hYAsNTZ+BimG/yDFDAIg24CsZUDcwM3AcAxoGDdUDQ+Db2JJRkhlQSoD
QwDY7t9MDf8gLpwAspSBhYlBICQzN7VYwS+1XCEoPzcxj+HG/M/lD4FYQeFr+UuOtBIWoDpdoGoO
IG3E1cCYwgXSGlkJ43uwg/gVcD4HK4hfAOcHMKHKWzFA5CHuUfhPnnsYGUD0B7i7HjCqcoCMMKqE
8W+yovJFmEF8Qzj/EwOEjyVcmEDuCK7MTcrPYWD4y8Fl7vBRCGe4QNzBCA8fFU6QEbZw/y5jA/Gv
w/mPwO7QhvPXMULkuaCxxgWOWXBwQONMgIEdzNsDTguMTExKwZXFJam5DCUgdzAAdSgydIE1gIiY
z0IM6GHEDNYPAAmhswegAgAA

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image006.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhfQAXAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAIABQB4
AA8AgAAAAAAAAAKdhI+py+0Po0yhBmPv3Lz7r2gYSI7l+Yki2q3sC2nrVbW1FbkIrcd3DRvNgL2H
SlLEAYqOYy6jbOhmraURGjVpJ7QgJbRrMpgLJlUM9oa/Bxk5PJTK25g3fdrDAuc72dpIF1gm5Wdl
iHZoaJcDtrc19uM0OLY0dcVjSQL1x5biYXay+EkJItp56qmWJTjKsWplOhgb6rjx+nmLlFtSAAA7

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image007.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz

H4sIAAAAAAACC7t+9tgsBjB4wHuAkZETxDIIYmQAMpgVGRkYmBhkwLKsQMzJBGMxMTJCWYxM////
B7P0GCWgYtxwdTxMBxgf8AoBWWps/AxSDP9BihkEgPwDQNYxIF7Ay8DQBjSMG6qGh8E3sSQjpLIg
FegOsN2/mRr+QVw4AWQpAwsTg0BIZm5qsYJfarlCUH5uYh7Djfmfyx8CsYLC13IvzrT1LEB1ukDV
HEDaiCuBUYQH5CRDAxhfjBOV/44NxLeA8/vYQFbpwfnnWEF8Azh/GTOIbwLnhzCC9JvC+V8YUPWb
MED0Y/EPE8g/wZW5Sfk5QBWcXJ0LPgrh8A8jA4j+gOSvf1wgI2zh9izhAPGvw/nrWEB8bTifixki
zwUNbS5wjICDFRrWAgzsYN4ecBwyMjEpBVcWl6TmMqwHuYMBqEORoQuiAaTqsxADLKwhbmNkYAbL
AABfbtX4WAIAAA==

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image008.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhlAATAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAMABACN
AAsAgAAAAAAAAAKwBBKme5iKmJRvWlipY/GubHTeCDZQaJUHOmLt9KhZFZMiq77bh84wxWslcqvf
iRP0kYKsF/AYUn52zeKSmJNCi9oU0+r8zrrIKvGI9W7R27P5G3671k9yGXzPZ7VucNcBmCVmlwSn
xxFI5WdEY/gkF9c25VgoORWo9oi3yFll6RnHR8hGd5FmBKo0+omXeCPGU+OhGmpqu9kpu1QZuaZ7
Q6MYFXmaIvr6agySHIr8UAAAOw==

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image009.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz

H4sIAAAAAAACC51Sv0vDQBR+95qmSQxYqoOIQ3Rw06G7KHSuRdM6iEvEWIWmDaZQsmV2cnYRNxf/
A8FOOjn6YxVxV4qLYuPdu4uK6OLBO75773vffffj9uriEGj07UQDU6CVNSZArsb4BFNUzfMwMUPI
mEIM0zQlNM8mVG7kk2djovXtEkez+ihMQirIUBS7cXTOI7EBFjXeozg2VL3uTj0OfSFu8OkVZYcY
nAhzTGqPo4NLhMY4quSz3IOe5bZs4f0NnVR2HzDSQCjWdwM/cpb9nrPaCbw23B0Nevc8HOelVzG3
XbkPI1dly9COjQJHnT2v3fQjJrOXLDa/Zy3FHTKdIy8MW35kKeYNfuWkp2T4P09Id/DEvRmkfZK7
LgiJMJTrJnvXxfVXG1m9TG8VNrL6Osj6Lz5Q+HDjYLPTAqiZ1uPSc+nPu5E+UPlI8DQvJBYalnpJ
i16bjgdyryIUaHVG/4Mhzrhx1PUDcIUu8I5p2KcGQdgYlODnmXPU/wEXR1WwtAIAAA==

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image010.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image011.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image012.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image013.emz
Content-Transfer-Encoding: base64
Content-Type: image/x-emz

H4sIAAAAAAACC+1cf2xVVx0/5/UVKnWsFqY01QlIywbtbDuoa0fHqwQMe/StDMLc2pQVWihrbaGU
H2XSPSSSzGCqiwnZxDCXJUjGQro0EsxM52KCkjQ2LnOImhDDZJLMoHHLgnHP7/e+72nP+75ze84r
r/T+4Wu+ueec7/l+7vmc8z3nnh/3VgohukBySZ6TQuwFUb9vf1WIv5ULsXBtwzohpPhNTIjhcDJv
yg/SRI4QEbC9yXV/DYv4mRwBAKIMZCEIwC2XkPmLEC4AkQVv/Qlv+zQJ5m0GaaS8iyNh8VmCuxfs
VHiJFl4UmT0eroiEPNywF4uvDkfEuG6BmAgXUTiRSIj5FL4LpJDCIcQFyQNZPJE3YUqbQ1zUT+XR
76HfW79fBYXvhsKWwhXrRTWD1hyihPJh2lLiEiId4ut5Qlp4NuCWTNw77lJuE46chE/Q7jVV7Hup
XtXvu5D5IMjjEN4tPTcXH6nKpt8PJhppYb3oFbtEq9evpv4bDBX8eGVlHDrLyPBQRWHenPcx9eU/
zBNd780TB5EsyA2ogFWvraw8CemS9Pno91WDIQwPvSYqjlcOhsYgjPzK/nFBDl9Ohqsh229351eM
F1x8vae3rb1XiPp9fT3fau3btV2Uxnq628WafXshQZRu6uvvaq8VpWt6unp64fpE+66dHX21YlNH
a2lbzwFR39veKuqFUNZgXDpuvaYUrP74yMUD/Y9dPLB01pznsH+PvTtPYPmG4TrysajA9Lb9XrON
t1XOJO1dMtGHJm37nCz6geqf4Un6J+ruM/RV6dNXpZY/pI1RmK/IZ8zQx6jlZMPH8WzWm2T89HLp
5fWrN2UL5YvfZ8DM09LDk3DdQuNlCZXhEIDEZJJ3CaQckigxWSJQitLaS/i0VzbrKlezc6krzHsP
cXkc5EuUfgsEHsGiH9I64FpM4yfmL5Zuz69qskFstNExrjP9dXaPYaYfZvo408eZvoHpG5i+iOmL
7lA76H19Mp/1awe/Z3Q8Hjf26bCBt0t78fpBP6/WcHh8OutPTqH+XPuePh5kWk+qHpTdYmGuJ11f
zPTFTH+d4ev9YjHrF6qf6Po408eZvoHpG5i+SKS3a7FPuyu/0PUbJ+G/kulXMv1apl/L9FuYfgvT
72D6HUy/n+n3M/0xpj/G9CeY/gTTn2b600x/nunPM/1Fpr/I9JeZ/jLTf8D0HzD9J0z/CdPnyVR9
HmvfIqYvYvr7mf5+pq9h+hqmX8/065n+KaZ/iumfYfpnmP4Q0yv/nclxX82b4tMwb8q0LIj7eZAB
KMfmAJVlI5vD+a9T7c/AchrzbGN7HY0fKh5jY2sLyEtavJuNzQMgo1p8kI3tp7CMmi+eY8+GEZAV
WnyM+qrfGiABf7bnWjkb/5Hjk4zjDsZxL+MYZxy/zzi+xDieFqkc9TpCjm+JVI56nV0FuaLFb7I6
RHL/1uIFMrVOF0F4rhavlKl1XA/hpVoc/Uyv820ymUfFe2VqG3D/w6WVq//pbRBnbTDM2uA6awOd
wwAbwxW+WveFtb7B5z6KR2iSfhRivjSxTo2nrC3U2mgZyKMUbqSxrRxSKqBU5ZCyzLs+mtWxJczW
2KY1D5bXb2wpZn3etv6rBdkOEgHZRRzrICUC1nWQUutdtweSoxrHbByjIIexT4AcJY4xSNkI1jFI
iXrXw4HkqMZmG8cmmsO1gvyEOLZASitYt0BKk3c9EUiO6nlj49gJMgSyh+abuZ7tEMSH4Xoe9MNe
PIgc1TPUxvFZkEsgR+gZkuvZXoL4KFzHQD/qxYPIUc0LbByPg1wDeQH3XonjIKS8ANaDkHLcu14L
JEc117FxPAnyKcgreG/aVzsFKa+A9SlIOeldPw0kRzV/s3E8iziQ7w3c5yWO5yDlDbA+BylnvesC
GUSOak5q4/gmzbXehuvXiOMIpLwN1iOQ8qZ3rQwkRzXPtnHEcSkK+d7BeQ5xHIOUd8B6DBBHvWs0
kBz5HFFfQ/idDejzRde1R8p5gkhYzxDU3BH3Ox8TM3CGIBJOc8QnHc5DaslXVtM8I4hcYpb5ruIS
pfkuzuc7AspFrVVtXLAtdtNZ/76Acum2zNEVl06aoyOf7wSUi9ojsHHBOdz3iPdgQLkMWtYVistx
Wlf8kOY0QeSi9mZsXLD8r4L8FORMQLmcs6yFFJeztBZC+XlAuag9MRsXnGP9EuRXIjnPCiKXMcv6
TXEZpfXb70F+F1Auai/SxuUvIO/hq2cgfw4ol5uWNafi8iGtOf8F8veAclF7wDYu/wX5J6ZB/o8D
ykXtX9u43CWT6+RCfCdMBpOL2nu3ccE1cD7IV2SSfxC5qHMDG5cHZHJt/yC+vxFQLurMw8blEciz
BGSNTJ7jBpGLOq+xccH1PLbhJjw3CSgXddZk47JVJtumjdomiFzUOZmNS49M7qH0yeQeShC58L2S
kHbWx9951s/JpnJGOHEOPvn+U5nhnC08fs6GZ2yNWT9j83t3VbByu+yf2M6fymj/5DCdsR0lfnWQ
EoFYLUhdls+essUv5nAuU0Z7KkN0vnae+MUgZSPEoiCxLJ/JZItfi8N5RRnts1yjs7UbxK8FUloh
1gTSkuWzimzx63bYxy+jvRd81u+hOUzYs10g90CsE6Q7y3v42eI34LC/XUb7MTg2H6H97bBnG5VH
AO1ZkIEs723fLr+glGXzDJfF7933/5cltSyZfIuF+JtJvgDyDZl8tmNbJ5/rt+pRlA7TNrB3jhP0
a6Rn9iyGOZ8wFxkw5ztgVhkwr9Ic5EORjnlV2DFXGDBfJ8xfGDBfd8CsNmD2E+YxA2a/A+ZDGuY3
QT5H3/Eh5iaGqXQhC2YltNIsA24h4X7ZgFvohFs1jhukb4uCVBZbH8S57xMyeU7YxvqL0mXaB2vJ
brUBs9YRk/fBKNk1GjCjjpi8DzaR3dMGzCZHTN4HO8lutwGz0xGT98GDZHfUgKl0U+mDz5Ptjwy4
zzvjVqXhvki2rxpwX3TGXZGGe4Zshw24Z5xxq9NwL5Dtrw24F5xxH0rDvUS27xpwLzniVhna7QrZ
vm/AveKMm95uN8j2IwPuDWfc9Ha7Rba5Mh33ljNuervNkUnbewy4SmfHTW+3YrItNeAWO+I+aGi3
5WRbbcBd7oyb3m4Pk+06A+7Dzrjp7RYl2y0G3Kgzbnq7NZPtTgNuszNuert1ke0BA26XI+4Krd2C
/L2yyzd4d+p7ZfVd5UE5Q++0aN+6/IfmI1iWnQErS6bfCOjfOuAZVY3I7Fth/KasRsPIp7jL9wyZ
fKeQR99Q4BnVKnqfNl9WQ7wGrqtAX+PF/daJfF76MtaTTM4BO2keqfdlpZs7SV/u8L6JXAZzp0rw
U5z9YLhK1HnhZB8PUz/n4pee7THB7x1EvzFhOn37dsviu0evvc/Ixxvdtzc4fEeG/ryB+fMG03mC
SPieJ4TZmYXuz2o8Q39eT2fDMSGc/fYs+S1+a9tH/2uE++1aKruf33Z5c5IHrL6bY/HVO+XDmT7X
ptOHb7csvu/kJuzfuaMPb3X04a3Mh7can9XC8Vkt0sbkMvLhZhqTt1G582UzxLeBbpsXdvXrn5Ff
4xxrD1zbDX6Nurstfq082ezVdt+9Uz7t95yfCZ/OtCzTuRd1u2Xxn//4j9V+/28m2/9bJ6zVyWzt
XvqY4ldXmf4PHR3jMzQOqP/RZsPM5H+VcVu/OjPVAee6jvbPsF7wf7ktiwixZJxffDVNIuN6WO0b
F5BNKDJxz7nUVoL0GP4fJgu8qchOAAB=

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image014.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image015.emz
Content-Transfer-Encoding: base64
Content-Type: image/x-emz
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image016.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image017.emz
Content-Transfer-Encoding: base64
Content-Type: image/x-emz

H4sIAAAAAAACC+1ZzUtUURQ/782rKenDVCo/MCst+4BGyRSpHINcFWVEJIQltAlaVAttIugtEoIg
XLSYRdA6TJiohQvBdtZCEoKkzD7EP6AIWtRiOud57syd033znjLaLHpwfOfd372/ez7ul3csALiK
sorljoV/SPi5fQDg4zaAuuMnuwh4WAXwwFqom/M4KBGAOGLfJDbngPskAkgA+1HqUJBun4WVa1Av
pS5LX85Qt5dYqO4FlNNcd0fcgXVMV4vtlF6v6dvj0Ywei9ser+N9uR1OHDLYVsjqlayn02moYH09
ShnrNvGirEHZka2bNpWVsC/qUXX0PvS+9f5irG9EY3fhu0ZLg5YOaOB6VLabfbEZI369jq3pUeRt
yPbthrHbxGPl8afY+loqdy3HVT2DNN5RzqB+zfKGOfxQweZnSEtSJ9yAK9DnzaulPkR3ud8zH5y5
8kz5i8/lMPWlHG6Ssyi/MQC9wy1NKSynNmP2wni6cPGRV/fZMMTmex/BPOrkH7V9+nWBT/owZhfO
h9UoO1kv5TFOcXt/dGIgcWpioCJScpfm9/yncriK9r3C9/hPiFG58lvlKpIn3w3ZOZQ395ECjgM1
P50885OwRsNctXzmqqXVt7U1iupV+qwZ+hq1j9vIdbyQcbOEf7pdur1+cVNt0T630cC5Rit38vh6
jtfLPSi4HUE/kkyz33uwpN8imUZ92vuW+QKffBUyVqu0dmFiRb5sZl9m8F3N84bKR0PuU4e4DXGM
Co6kwJMCTwg8IfAegfcIvF3g7QKvEnjVCsVbn9P5xqbfnuu6rnGOOgb/wuRFxmFa+yYe+U31w45f
fU75xV71ofAGMNug46MCHxV4UuBJgScEnhB4j8B7BN4u8HaBVxliVu0TUxVzHZ/J439S4EmBR61c
PCr4+wWu+v+XY1/tEe4y7BGLtYXG9haUW2jHLBSPLR8Ej/+ZPHh96OMxG7Q+TKHc0747kDBl4FFn
CUezQa4F2XOMm7P3qL2zF6WVzpgoR3g89GHJZeyhD0t6vXdrQfPh+Jy7QNjrl49qEaeg88Ekre8o
b1Hus49TWPIWW09hyaT3HixKH1Xug3w8jPVG8H0M38/Zxw5rBL9T+H6OeMr7LiYfi8WW2X9si9/5
+L8tubYs5r6G+M+yULs3/H/cp8ya/auTRGFUdkKcqdL8nOY5FhWcKeYcN3CmQnA2GziHmPOxgXMo
BOdBA+d15nQNnNdDcB4ycHYz5yUDZ3cIzjaN8zzKJo5HrXfnkMupMDuAswmzFDXwljHvdgNvWSje
5gzvSsyHsPcPxWRL0Bykc8YcnzO+izwoLGjMtIjcvuZ27wycClvKmGmzFtoet/7mVZgdOLdj/8dM
yPszO8/9mS3+nzXdHTnLcE/maDGJan3pd4Z+sVrsfZjOsZbPfer3liDOxfzuINv6xcwUA+lrF+81
jfy7zN44QH3GP7eDtxtX17s436XcxtZ+i9nAuVL3xKT/AWo+NvGUGgAA

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image018.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image019.emz
Content-Transfer-Encoding: base64
Content-Type: image/x-emz
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image020.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image021.emz
Content-Transfer-Encoding: base64
Content-Type: image/x-emz
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image022.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image023.emz
Content-Transfer-Encoding: base64
Content-Type: image/x-emz
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image024.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image025.emz
Content-Transfer-Encoding: base64
Content-Type: image/x-emz
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image026.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image027.emz
Content-Transfer-Encoding: base64
Content-Type: image/x-emz
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image028.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image029.emz
Content-Transfer-Encoding: base64
Content-Type: image/x-emz
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/image030.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/header.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:w=3D"urn:schemas-microsoft-com:office:word"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DWord.Document>
<meta name=3DGenerator content=3D"Microsoft Word 11">
<meta name=3DOriginator content=3D"Microsoft Word 11">
<link id=3DMain-File rel=3DMain-File href=3D"../723lecture6.htm">
<![if IE]>
<base href=3D"file:///C:\0D7C54D6\723lecture6_files\header.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
</head>

<body lang=3DEN-US>

<div style=3D'mso-element:footnote-separator' id=3Dfs>

<p class=3DMsoNormal><span style=3D'mso-special-character:footnote-separato=
r'><![if !supportFootnotes]>

<hr align=3Dleft size=3D1 width=3D"33%">

<![endif]></span></p>

</div>

<div style=3D'mso-element:footnote-continuation-separator' id=3Dfcs>

<p class=3DMsoNormal><span style=3D'mso-special-character:footnote-continua=
tion-separator'><![if !supportFootnotes]>

<hr align=3Dleft size=3D1>

<![endif]></span></p>

</div>

<div style=3D'mso-element:endnote-separator' id=3Des>

<p class=3DMsoNormal><span style=3D'mso-special-character:footnote-separato=
r'><![if !supportFootnotes]>

<hr align=3Dleft size=3D1 width=3D"33%">

<![endif]></span></p>

</div>

<div style=3D'mso-element:endnote-continuation-separator' id=3Decs>

<p class=3DMsoNormal><span style=3D'mso-special-character:footnote-continua=
tion-separator'><![if !supportFootnotes]>

<hr align=3Dleft size=3D1>

<![endif]></span></p>

</div>

<div style=3D'mso-element:footer' id=3Def1>

<div style=3D'mso-element:frame;mso-element-wrap:around;mso-element-anchor-=
vertical:
paragraph;mso-element-anchor-horizontal:margin;mso-element-left:right;
mso-element-top:.05pt;mso-height-rule:exactly'>

<table cellspacing=3D0 cellpadding=3D0 hspace=3D0 vspace=3D0 align=3Dright>
 <tr>
  <td valign=3Dtop align=3Dleft style=3D'padding-top:0in;padding-right:0in;
  padding-bottom:0in;padding-left:0in'>
  <p class=3DMsoFooter style=3D'mso-element:frame;mso-element-wrap:around;
  mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal:margi=
n;
  mso-element-left:right;mso-element-top:.05pt;mso-height-rule:exactly'><!-=
-[if supportFields]><span
  class=3DMsoPageNumber><span style=3D'mso-element:field-begin'></span>PAGE=
<span
  style=3D'mso-spacerun:yes'>&nbsp; </span></span><![endif]--><!--[if suppo=
rtFields]><span
  class=3DMsoPageNumber><span style=3D'mso-element:field-end'></span></span=
><![endif]--><span
  class=3DMsoPageNumber><o:p></o:p></span></p>
  </td>
 </tr>
</table>

</div>

<p class=3DMsoFooter style=3D'margin-right:.25in'><o:p>&nbsp;</o:p></p>

</div>

<div style=3D'mso-element:footer' id=3Df1>

<div style=3D'mso-element:frame;mso-element-wrap:around;mso-element-anchor-=
vertical:
paragraph;mso-element-anchor-horizontal:margin;mso-element-left:right;
mso-element-top:.05pt;mso-height-rule:exactly'>

<table cellspacing=3D0 cellpadding=3D0 hspace=3D0 vspace=3D0 align=3Dright>
 <tr>
  <td valign=3Dtop align=3Dleft style=3D'padding-top:0in;padding-right:0in;
  padding-bottom:0in;padding-left:0in'>
  <p class=3DMsoFooter style=3D'mso-element:frame;mso-element-wrap:around;
  mso-element-anchor-vertical:paragraph;mso-element-anchor-horizontal:margi=
n;
  mso-element-left:right;mso-element-top:.05pt;mso-height-rule:exactly'><!-=
-[if supportFields]><span
  class=3DMsoPageNumber><span style=3D'mso-element:field-begin'></span>PAGE=
<span
  style=3D'mso-spacerun:yes'>&nbsp; </span><span style=3D'mso-element:field=
-separator'></span></span><![endif]--><span
  class=3DMsoPageNumber><span style=3D'mso-no-proof:yes'>20</span></span><!=
--[if supportFields]><span
  class=3DMsoPageNumber><span style=3D'mso-element:field-end'></span></span=
><![endif]--><span
  class=3DMsoPageNumber><o:p></o:p></span></p>
  </td>
 </tr>
</table>

</div>

<p class=3DMsoFooter style=3D'margin-right:.25in'><o:p>&nbsp;</o:p></p>

</div>

</body>

</html>

------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/oledata.mso
Content-Transfer-Encoding: base64
Content-Type: application/x-mso
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------=_NextPart_01C6E221.8E7E7C50
Content-Location: file:///C:/0D7C54D6/723lecture6_files/filelist.xml
Content-Transfer-Encoding: quoted-printable
Content-Type: text/xml; charset="utf-8"

<xml xmlns:o=3D"urn:schemas-microsoft-com:office:office">
 <o:MainFile HRef=3D"../723lecture6.htm"/>
 <o:File HRef=3D"image001.wmz"/>
 <o:File HRef=3D"image002.gif"/>
 <o:File HRef=3D"image003.wmz"/>
 <o:File HRef=3D"image004.gif"/>
 <o:File HRef=3D"image005.wmz"/>
 <o:File HRef=3D"image006.gif"/>
 <o:File HRef=3D"image007.wmz"/>
 <o:File HRef=3D"image008.gif"/>
 <o:File HRef=3D"image009.wmz"/>
 <o:File HRef=3D"image010.gif"/>
 <o:File HRef=3D"image011.wmz"/>
 <o:File HRef=3D"image012.gif"/>
 <o:File HRef=3D"image013.emz"/>
 <o:File HRef=3D"image014.gif"/>
 <o:File HRef=3D"image015.emz"/>
 <o:File HRef=3D"image016.gif"/>
 <o:File HRef=3D"image017.emz"/>
 <o:File HRef=3D"image018.gif"/>
 <o:File HRef=3D"image019.emz"/>
 <o:File HRef=3D"image020.gif"/>
 <o:File HRef=3D"image021.emz"/>
 <o:File HRef=3D"image022.gif"/>
 <o:File HRef=3D"image023.emz"/>
 <o:File HRef=3D"image024.gif"/>
 <o:File HRef=3D"image025.emz"/>
 <o:File HRef=3D"image026.gif"/>
 <o:File HRef=3D"image027.emz"/>
 <o:File HRef=3D"image028.gif"/>
 <o:File HRef=3D"image029.emz"/>
 <o:File HRef=3D"image030.gif"/>
 <o:File HRef=3D"header.htm"/>
 <o:File HRef=3D"oledata.mso"/>
 <o:File HRef=3D"filelist.xml"/>
</xml>
------=_NextPart_01C6E221.8E7E7C50--
