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