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147 lines
3.3 KiB
Plaintext
147 lines
3.3 KiB
Plaintext
7 months ago
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program define tri
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syntax varlist [fweight iweight] [,global test(int 2) all]
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preserve
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local nbvar:word count `varlist'
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tokenize `varlist'
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/*forvalues i=1/`nbvar' {
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qui su ``i'' [`weight'`exp']
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qui replace ``i''=(``i''-r(mean))/r(sd)
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} */
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/*METHOD GLOBAL */
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/* COVARIANCE OR CORRELATION MATRIX*/
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if "`global'"!="" {
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tempname Cov W
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qui matrix accum `Cov'=`varlist' [`weight'`exp'],nocons dev
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qui matrix `Cov'=`Cov'/(`nbind'-1)
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matrix `W'=J(2,`nbvar',0)
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local newlist
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tempvar centroid
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genscore `varlist',mean score(`centroid')
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forvalues i=1/`nbvar' {
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qui corr ``i'' `centroid' [`weight'`exp']
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matrix `W'[1,`i']=`r(rho)'
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}
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forvalues c=1/`nbvar'{
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local corrmin=2
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local var=0
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forvalues i=1/`nbvar' {
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if `W'[1,`i']<`corrmin'&`W'[2,`i']==0 {
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local corrmin=`W'[1,`i']
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local var=`i'
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}
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}
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matrix `W'[2,`var']=`c'
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}
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matrix list `W'
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forvalues c=1/`nbvar' {
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forvalues i=1/`nbvar' {
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if `W'[2,`i']==`c' {
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local newlist `newlist' ``i''
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}
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}
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}
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local varlist "`newlist'"
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tokenize `varlist'
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}
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if "`all'"=="" {
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local time=1
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}
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else {
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local time=`nbvar'
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}
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local maxc=-99
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local part
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forvalues t=1/`time' {
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tempname W
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matrix `W'=J(1,`nbvar',0)
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matrix `W'[1,`t']=1
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forvalues iter=1/`nbvar' {
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local dejaselect
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forvalues i=1/`nbvar' {
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if `W'[1,`i']!=0 {
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local dejaselect `dejaselect' ``i''
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}
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}
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tempvar centroid
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qui genscore `dejaselect',score(`centroid') standardized
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local maxr=-2
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local maxi=0
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forvalues i=1/`nbvar' {
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if `W'[1,`i']==0 {
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qui corr `centroid' ``i''
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local r=r(rho)
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if `r'>`maxr' {
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local maxr=`r'
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local maxi=`i'
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}
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}
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}
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if `maxi'!=0 {
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matrix `W'[1,`maxi']=`iter'+1
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}
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}
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local list
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forvalues class=1/`nbvar' {
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forvalues i=1/`nbvar' {
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if `W'[1,`i']==`class' {
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local list `list' ``i''
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}
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}
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}
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di "`list'"
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forvalues i=0/`nbvar' {
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local j=`nbvar'-`i'
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if `test'>2 {
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local jb `j'
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}
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else {
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local jb 0
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}
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forvalues k=0/`jb' {
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local l=`nbvar'-`i'-`k'
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if `test'>3 {
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local lb=`l'
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}
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else {
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local lb=0
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}
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forvalues m=0/`lb' {
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local n=`nbvar'-`i'-`k'-`m'
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qui di "compart `list',part(`i' `k' `m' `n')"
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di "`i' `k' `m' `n'"
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if `i'>=0&`k'>=0&`m'>=0&`n'>=0 {
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di " compart `list',part(`i' `k' `m' `n')"
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qui compart2 `list',part(`i' `k' `m' `n')
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local c=r(compart)
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di "`c'"
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if `c'>`maxc' {
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local maxc=`c'
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local part=r(part)
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local savlist `list'
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*di "Best : `c'"
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}
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}
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}
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}
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}
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}
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di "The best partition in two groups is `part'"
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di "for `savlist'"
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di "COMPART=`maxc'"
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restore
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end
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