# LaTeX2HTML 96.1 (Feb 5, 1996)
# Associate images original text with physical files.

$key = q/{displaymath}hatbeta_IV=(Z'X)^-1Z'y{displaymath}/;
$cached_env_img{$key} = ' <IMG WIDTH=325 HEIGHT=23 ALIGN=BOTTOM ALT="displaymath68" SRC="img6.gif"  > '; 
$key = q/{_inline}${p_1,ldots,p_K}${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=98 HEIGHT=30 ALIGN=MIDDLE ALT="tex2html_wrap_inline142" SRC="img27.gif"  > '; 
$key = q/{_inline}$Sigma${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=11 HEIGHT=13 ALIGN=BOTTOM ALT="tex2html_wrap_inline138" SRC="img25.gif"  > '; 
$key = q/{_inline}$(K-1)times(K-1)${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=148 HEIGHT=29 ALIGN=MIDDLE ALT="tex2html_wrap_inline136" SRC="img24.gif"  > '; 
$key = q/{_inline}$theta${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=8 HEIGHT=13 ALIGN=BOTTOM ALT="tex2html_wrap_inline130" SRC="img23.gif"  > '; 
$key = q/{displaymath}left[Sigmaright]^-1=left[arraycccc1overp_1;SPMamp;0;SPMamp;cdots;SPMamp;00;SPMamp;1overp_2;SPMamp;cdots;SPMamp;0cdots;SPMamp;cdots;SPMamp;cdots;SPMamp;cdotscdots;SPMamp;cdots;SPMamp;1overp_K-2;SPMamp;00;SPMamp;cdots;SPMamp;cdots;SPMamp;1overp_K-1arrayright]+1over(1-p_1-p_2-cdots-p_K-1)left[arraycccc1;SPMamp;1;SPMamp;cdots;SPMamp;11;SPMamp;1;SPMamp;cdots;SPMamp;11;SPMamp;cdots;SPMamp;cdots;SPMamp;11;SPMamp;cdots;SPMamp;cdots;SPMamp;11;SPMamp;1;SPMamp;cdots;SPMamp;1arrayright].{displaymath}/;
$cached_env_img{$key} = ' <IMG WIDTH=667 HEIGHT=230 ALIGN=BOTTOM ALT="displaymath148" SRC="img29.gif"  > '; 
$key = q/{_inline}$JtimesK${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=52 HEIGHT=25 ALIGN=MIDDLE ALT="tex2html_wrap_inline86" SRC="img5.gif"  > '; 
$key = q/{_inline}$varepsilonsimNleft(0,Omegaright)${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=98 HEIGHT=29 ALIGN=MIDDLE ALT="tex2html_wrap_inline104" SRC="img12.gif"  > '; 
$key = q/{_inline}$ntimesJ${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=46 HEIGHT=25 ALIGN=MIDDLE ALT="tex2html_wrap_inline80" SRC="img3.gif"  > '; 
$key = q/{_inline}$ntimesK${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=51 HEIGHT=24 ALIGN=MIDDLE ALT="tex2html_wrap_inline76" SRC="img2.gif"  > '; 
$key = q/{_inline}$Ntimesk${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=48 HEIGHT=24 ALIGN=MIDDLE ALT="tex2html_wrap_inline98" SRC="img9.gif"  > '; 
$key = q/{_inline}$theta_kge0${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=52 HEIGHT=27 ALIGN=MIDDLE ALT="tex2html_wrap_inline126" SRC="img21.gif"  > '; 
$key = q/{displaymath}y=Xbeta^*+varepsilon{displaymath}/;
$cached_env_img{$key} = ' <IMG WIDTH=300 HEIGHT=18 ALIGN=BOTTOM ALT="displaymath66" SRC="img1.gif"  > '; 
$key = q/{_inline}$thetainDelta^K-1${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=77 HEIGHT=33 ALIGN=MIDDLE ALT="tex2html_wrap_inline120" SRC="img19.gif"  > '; 
$key = q/{_inline}$ktimes1${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=41 HEIGHT=24 ALIGN=MIDDLE ALT="tex2html_wrap_inline102" SRC="img11.gif"  > '; 
$key = q/{displaymath}Sigma=left[arrayccccp_1(1-p_1);SPMamp;-p_1p_2;SPMamp;cdots;SPMamp;-p_1p_K-1-p_1p_2;SPMamp;p_2(1-p_2);SPMamp;cdots;SPMamp;-p_2p_K-1cdots;SPMamp;cdots;SPMamp;cdots;SPMamp;cdotscdots;SPMamp;cdots;SPMamp;cdots;SPMamp;cdots-p_1p_K-1;SPMamp;p_2p_K-1;SPMamp;cdots;SPMamp;p_K-1(1-p_K-1)arrayright],{displaymath}/;
$cached_env_img{$key} = ' <IMG WIDTH=471 HEIGHT=230 ALIGN=BOTTOM ALT="displaymath140" SRC="img26.gif"  > '; 
$key = q/{_inline}$Ntimes1${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=47 HEIGHT=24 ALIGN=MIDDLE ALT="tex2html_wrap_inline94" SRC="img8.gif"  > '; 
$key = q/{_inline}$varepsilon${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=8 HEIGHT=10 ALIGN=BOTTOM ALT="tex2html_wrap_inline92" SRC="img7.gif"  > '; 
$key = q/{displaymath}f(x_i|theta)=prod_k=1^Ktheta_k^I{x_i=k},eqno(4){displaymath}/;
$cached_env_img{$key} = ' <IMG WIDTH=478 HEIGHT=49 ALIGN=BOTTOM ALT="displaymath118" SRC="img18.gif"  > '; 
$key = q/{_inline}$beta_GLS=(X'Omega^-1X)^-1X'Omega^-1y${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=230 HEIGHT=32 ALIGN=MIDDLE ALT="tex2html_wrap_inline110" SRC="img14.gif"  > '; 
$key = q/{_inline}$beta^*${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=18 HEIGHT=27 ALIGN=MIDDLE ALT="tex2html_wrap_inline100" SRC="img10.gif"  > '; 
$key = q/{_inline}$sum_k=1^Ktheta_k=1${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=95 HEIGHT=33 ALIGN=MIDDLE ALT="tex2html_wrap_inline128" SRC="img22.gif"  > '; 
$key = q/{_inline}$I^-1${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=26 HEIGHT=16 ALIGN=BOTTOM ALT="tex2html_wrap_inline112" SRC="img15.gif"  > '; 
$key = q/{_inline}$left(X^primeOmega^-1Xright)^-1${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=99 HEIGHT=39 ALIGN=MIDDLE ALT="tex2html_wrap_inline114" SRC="img16.gif"  > '; 
$key = q/{_inline}${tildeX_1,ldots,tildeX_N}${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=110 HEIGHT=37 ALIGN=MIDDLE ALT="tex2html_wrap_inline116" SRC="img17.gif"  > '; 
$key = q/{_inline}$thetainR^K${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=59 HEIGHT=33 ALIGN=MIDDLE ALT="tex2html_wrap_inline124" SRC="img20.gif"  > '; 
$key = q/{displaymath}sum_k=1^Kp_k=1.{displaymath}/;
$cached_env_img{$key} = ' <IMG WIDTH=291 HEIGHT=49 ALIGN=BOTTOM ALT="displaymath144" SRC="img28.gif"  > '; 
$key = q/{_inline}$Omega${_inline}/;
$cached_env_img{$key} = ' <IMG WIDTH=12 HEIGHT=13 ALIGN=BOTTOM ALT="tex2html_wrap_inline108" SRC="img13.gif"  > '; 
$key = q/{displaymath}hatbeta_IV=(F'Z'X)^-1F'Z'y{displaymath}/;
$cached_env_img{$key} = ' <IMG WIDTH=344 HEIGHT=23 ALIGN=BOTTOM ALT="displaymath67" SRC="img4.gif"  > '; 

1;

