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159 lines
5.2 KiB
Plaintext
159 lines
5.2 KiB
Plaintext
7 months ago
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*! version 1.3 1 June 2013
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*! Jean-Benoit Hardouin
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*
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************************************************************************************************************
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* Stata program : genscore
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* Generate groups of individals based on the values of an ordinal or continuous variable
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*
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* Historic
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* Version 1 (2007-05-27): Jean-Benoit Hardouin
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* Version 1.1 (2007-06-21): Jean-Benoit Hardouin /*Correction of a bug without -if- */
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* Version 1.2 (2009-10-28): Jean-Benoit Hardouin /*-continuous- option*/
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* Version 1.3 (2013-06-01): Jean-Benoit Hardouin /*Correction in presence of missing values*/
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*
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* Jean-benoit Hardouin, phD, Assistant Professor
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* EA4275 - SPHERE
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* Team of Biostatistics, Pharmacoepidemiology and Subjective Measures in Health Sciences
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* University of Nantes - Faculty of Pharmaceutical Sciences
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* France
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* jean-benoit.hardouin@univ-nantes.fr
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*
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* News about this program :http://www.anaqol.org
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*
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* Copyright 2007, 2009, 2013 Jean-Benoit Hardouin
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*
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* This program is free software; you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation; either version 2 of the License, or
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* (at your option) any later version.
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*
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* This program is distributed in the hope that it will be useful,
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* but WITHOUT ANY WARRANTY; without even the implied warranty of
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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* GNU General Public License for more details.
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*
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* You should have received a copy of the GNU General Public License
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* along with this program; if not, write to the Free Software
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* Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
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*
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************************************************************************************************************
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program define gengroup ,rclas
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version 7.0
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syntax varlist(numeric min=1 max=1) [if/] [in] [, NEWvariable(namelist min=1 max=1) REPlace MINsize(integer 30) DETails CONTinuous]
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tempvar sort
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qui gen `sort'=_n
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if "`if'"!="" {
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local if2="if `if'"
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local if3="&(`if')"
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}
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marksample touse
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if "`newvariable'"=="" {
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local newvariable group
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}
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capture confirm new variable `newvariable'
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if _rc!=0&"`replace'"=="" {
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di in red "The variable {hi:`newvariable'} is already defined"
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exit 198
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}
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else if _rc!=0&"`replace"!="" {
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qui drop `newvariable'
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}
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if "`continuous'"=="" {
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qui gen `newvariable'=`varlist' `if2' `in'
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qui su `newvariable' `if2' `in'
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local min=r(min)
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local max=r(max)
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local groupmin=`min'
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local groupmax=`min'-1
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local numgroup=1
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local recode
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local list
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while (`groupmin'<`max'+1) {
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local n=0
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while (`n'<`minsize') {
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local groupmax=`groupmax'+1
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qui count if `newvariable'>=`groupmin'&`newvariable'<=`groupmax'`if3' `in'
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local n=r(N)
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if `groupmax'>`max' {
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local n=`minsize'+1
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local numgr
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}
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}
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if `groupmax'<`max' {
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local list `list' `groupmax'
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}
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local recode `recode' `groupmin'/`groupmax'=`numgroup'
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if "`details'"!="" {
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di in gr "Group " in ye `numgroup' in gr ": Values " in ye `groupmin' in gr " to " in ye `groupmax'
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}
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local groupmin=`groupmax'+1
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local groupmax=`groupmin'-1
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local numgroup=`numgroup'+1
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}
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qui recode `newvariable' `recode' `if2' `in'
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qui count if `newvariable'==`numgroup'-1`if3' `in'
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local dernier=r(N)
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if `dernier'<`minsize' {
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qui recode `newvariable' `=`numgroup'-1'=`=`numgroup'-2' `if2' `in'
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if "`details'"!="" {
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di in gr "The group " in ye `=`numgroup'-1' in gr " is recoded in " in ye `=`numgroup'-2'
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}
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local list2
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forvalues i=1/`=`numgroup'-3' {
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local w:word `i' of `list'
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local list2 `list2' `w'
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}
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local list `list2'
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}
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}
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else {
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local list
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qui sort `varlist'
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qui tempvar sort2
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qui gen `sort2'=_n
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qui gen `newvariable'=0 `if2' `in'
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qui replace `newvariable'=. if `varlist'==.
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qui count if `varlist'!=.`if3' `in'
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local nbind=r(N)
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local tmpgp=floor(`nbind'/`minsize')
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local minsize=floor(`nbind'/`tmpgp')
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local nbused=0
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tempvar used
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qui gen `used'=0 `if2' `in'
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local num=1
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while (`=`nbused'+`minsize''<`nbind'+1) {
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qui su `varlist' if `sort2'==`=`nbused'+`minsize''`if3' `in'
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local mean=r(mean)
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local list `list' `mean'
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local mean=round(`mean',0.0000001)+0.0000001
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if "`details'"!="" {
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di in gr "The values inferior to " in ye `mean' in gr " are recoded in " in ye `num'
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}
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qui replace `newvariable'=`num' if `varlist'<=`mean'&`used'==0
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qui replace `used'=1 if `newvariable'!=0&`newvariable'!=.
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qui count if `used'==1
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local nbused=`r(N)'
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local num=`num'+1
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}
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qui replace `newvariable'=`num'-1 if `newvariable'==0
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if "`details'"!="" {
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qui su `varlist'
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local max=r(max)
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if `max'>`mean' {
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di in gr "Individuals between " in ye `mean' in gr "and " in ye `max' " are recoded in " in ye `=`num'-1'
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}
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}
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qui sort `sort'
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}
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return local list `list'
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end
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