*! version 1.3  12June2013
*! Jean-Benoit Hardouin
************************************************************************************************************
* rsoort: Response Shift detection with the Oort procedure
*
* Historic:
* Version 1 (2013-02-25): Jean-Benoit Hardouin
* Version 1.1 (2013-06-03): Jean-Benoit Hardouin /*some improvements*/
* Version 1.2 (2013-06-03): Jean-Benoit Hardouin /*model1 model2 model3 and covariances options*/
* Version 1.3 (2013-06-03): Jean-Benoit Hardouin /**/
*
*
* Jean-benoit Hardouin - Department of Biomathematics and Biostatistics - University of Nantes - France
* EA 4275-SPHERE "bioStatistics, Pharmacoepidemiology and Human sciEnces Research tEam"
* jean-benoit.hardouin@univ-nantes.fr
*
* Copyright 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
************************************************************************************************************/


/***********************************************************************************************************
INTRODUCTION
***********************************************************************************************************/


program define rsoort,eclass
syntax varlist(min=2 numeric) [if] [in] [,METHod(string) nocov12 UNIFormrecalibration(varlist) NONUNIFormrecalibration(varlist) REPrioritization(varlist) noSearch html(string) model1 model2 model4 COVariances(string) MATrixrs(string)]
tempfile saversoort
qui save `saversoort',replace
preserve
if "`matrixrs'"!="" {
   if "`uniformrecalibration'"!="" {
      di in red "You cannot use the {bf:matrixrs} and the {bf:uniformrecalibration} options in the same time"
	  error
   }
   if "`nonuniformrecalibration'"!="" {
      di in red "You cannot use the {bf:matrixrs} and the {bf:nonuniformrecalibration} options in the same time"
	  error
   }
   if "`reprioritization'"!="" {
      di in red "You cannot use the {bf:matrixrs} and the {bf:reprioritization} options in the same time"
	  error
   }
}


if "`html'" != "" {
   di "<!-- SphereCalc start of response -->"
}


if "`if'"!=""|"`in'"!="" {
    qui keep `if' `in'
}

tokenize `varlist'
local nbitems:word count `varlist'
local mod=mod(`nbitems',2)
if `mod'!=0 {
  di in red "You must enter an even number of items : the first half of the items represents the items in time 1 and the second half the items in time 2"
  error
}

if "`method'"=="" {
   local method "ml"
}
local nbitems=`nbitems'/2

if "`html'"== "" {
    di _col(20) "{hline 30}"
    di  _col(20) in gr "Time 1" _col(40) "Time 2"
    di _col(20) "{hline 30}"
    forvalues i=1/`nbitems' {
        di in ye _col(20) "``i''" _col(40) "``=`i'+`nbitems'''"
    }
    di _col(20) "{hline 30}"
}
else {
    di "<table id=" _char(34) "rsoorttimetable" _char(34) "class=" _char(34) "restable" _char(34) ">"
    di "<caption></caption>"
    di "<thead><tr><th>Time 1</th><th>Time2</th></tr></thead>"
    di "<tbody>"
    forvalues i=1/`nbitems' {
       di "<tr><td>``i''</td><td>``=`i'+`nbitems'''</td></tr>"
    }
    di "</tbody></table>"
}

/**************************************************************************************************************
Model 1
***************************************************************************************************************/

if "`model1'"=="" {
   local qui qui
}
else {
   local qui
}
local cov12b
forvalues i=1/`nbitems' {
   local cov12b `cov12b' e.``i''*e.``=`i'+`nbitems'''
}
if "`cov12'"!="" {
   local cov12b
}
`qui' sem (T1->`1'-``nbitems'')(T2->``=`nbitems'+1''-``=`nbitems'*2''),var(T1@1) var(T2@1) means(T1@0) means(T2@0)  method(`method') cov(`cov12b' `covariances')
qui estat gof, stat(all)
local tli1=r(tli)
local cfi1=r(cfi)
local srmr1=r(srmr)
local rmsea1=r(rmsea)
local ubrmsea1=r(ub90_rmsea)
local lbrmsea1=r(lb90_rmsea)
local chi21=r(chi2_ms)
local df1=r(df_ms)
local dfc1=6*`nbitems'+1
local p1=r(p_ms)
local bic1=r(bic)
*di
*di in green "          ***********************************Model 1********************************************"
*di in gr _col(14) "chi2" _col(22) "df" _col(35) "p" _col(41) "rmsea" _col(51) "IC90%(RMSEA)" _col(72) "SRMR" _col(83) "CFI" _col(93) "TLI"
*di in ye _col(10) %8.2f `chi21' _col(20) %4.0f `dfc1' _col(30) %6.4f `p1' _col(40) %6.4f `rmsea1' _col(50) %6.4f `lbrmsea1' "-" %6.4f `ubrmsea1'  _col(70) %6.4f `srmr1' _col(80) %6.2f `cfi1' _col(90) %6.2f `tli1'

/**************************************************************************************************************
Model 2
***************************************************************************************************************/

local sem
local var
forvalues i=1/`nbitems' {
   local sem`i' "(T1@load`i' _cons@int`i'->``i'') (T2@load`i' _cons@int`i'->``=`i'+`nbitems''')"
   local var`i' "var(e.``i''@var`i') var(e.``=`i'+`nbitems'''@var`i')"
   local sem `sem' `sem`i''
   local var `var' `var`i''
}

if "`model2'"=="" {
   local qui qui
}
else {
   local qui
}

`qui' sem `sem',var(T1@1) var(T2) means(T1@0) means(T2) `var'     iterate(100)  method(`method') cov(`cov12b' `covariances')
tempname b V
matrix `b'=e(b)
matrix `V'=e(V)
local truechange2=`b'[1,`=`nbitems'*4+1']
local Vtruechange2=`V'[`=`nbitems'*4+1',`=`nbitems'*4+1']
qui estat gof, stat(all)
local tli2=r(tli)
local cfi2=r(cfi)
local srmr2=r(srmr)
local rmsea2=r(rmsea)
local ubrmsea2=r(ub90_rmsea)
local lbrmsea2=r(lb90_rmsea)
local chi22=r(chi2_ms)
local df2=r(df_ms)
local dfc2=3*`nbitems'+3
local p2=r(p_ms)
local bic2=r(bic)

local chi221=abs(`chi21'-`chi22')
local df21=`df2'-`df1'
local p21=1-chi2(`df21',`chi221')

if "`html'" != "" {
	di "<table id=rsoortglobaltable class=restable >"
	di "<caption></caption>"
	*di "<thead><tr><th></th><th></th><th colspan=3>Test of global Response-Shift</th><th colspan=3>Comparison with model 1</th></tr>"
	di "<tr><th>Models</th><th>Chi-square</th><th>df</th><th>p-value</th><th>BIC</th></tr></thead>"
	di "<tbody>"
	di "<tr><td>Model 1</td><td>" %8.2f `chi21' "</td><td>" %4.0f `df1' "</td><td>" %6.4f `p1' "</td><td>" %7.2f `bic1' "</td></tr>"
	di "<tr><td>Model 2</td><td>" %8.2f `chi22' "</td><td>" %4.0f `df2' "</td><td>" %6.4f `p2' "</td><td>" %7.2f `bic2' "</td></tr>"
	di "</tbody></table>"
}
else {
    di "{hline 51}"
    di in gr                                /*_col(39) "Test of global Response-Shift "               _col(79) "Comparison with model 1"*/
    di in gr "Models" _col(18)  "Chi-square" _col(32) "df" _col(36) "p-value" _col(48) "BIC"  /*_col(39) "Chi-square" _col(54) "df" _col(59) "p-value" *_col(79) "Chi-square" _col(94) "df" _col(99) "p-value"*/
    di "{hline 51}"
    di in gr "Model 1" _col(20) %8.2f in ye `chi21' _col(30) %4.0f `df1' _col(37) %6.4f `p1' _col(45) %7.2f `bic1'
    di in gr "Model 2" _col(20) %8.2f in ye `chi22' _col(30) %4.0f `df2' _col(37) %6.4f `p2' _col(45) %7.2f `bic2' /*_col(40) %8.2f `=abs(`chi22'-`chi21')' _col(50) %6.0f `df21' %6.4f _col(60) `=1-chi2(`df21',abs(`chi22'-`chi21'))' *_col(82) %8.2f `=`=abs(`chi22'-`chi21')'' _col(90) %6.0f `df21' _col(100) %6.4f `=1-chi2(`df21',abs(`chi22'-`chi21'))'*/
    di "{hline 51}"
}


/**************************************************************************************************************
Model 3
***************************************************************************************************************/


/**************************************************************************************************************
Model 3 / Non uniform recalibration
***************************************************************************************************************/

tempname RS  RSprec
qui matrix `RS'=J(`nbitems',3,0)
qui matrix `RSprec'=J(`nbitems',3,0)
local df3=`dfc2'

*set trace on

if "`matrixrs'"=="" {
	forvalues i=1/`nbitems' {
	   local nbUR:word count `uniformrecalibration'
	   forvalues j=1/`nbUR' {
		  local itemj: word `j' of `uniformrecalibration'
		  if "``i''"=="`itemj'" {
			 matrix `RS'[`i',2]=1
		  }
	   }
	   local nbNUR:word count `nonuniformrecalibration'
	   forvalues j=1/`nbNUR' {
		  local itemj: word `j' of `nonuniformrecalibration'
		 if "``i''"=="`itemj'" {
			 matrix `RS'[`i',1]=1
		  }
	   }
	   local nbR:word count `reprioritization'
	   forvalues j=1/`nbR' {
		  local itemj: word `j' of `reprioritization'
		  if "``i''"=="`itemj'" {
			 matrix `RS'[`i',3]=1
		  }
	   }
	}
}
else {
   matrix `RS'=`matrixrs'
}
*matrix list `RS'

if "`search'"=="" {

    if "`html'"=="" {
        di
        di "{hline 88}"
        di in green _col(40)  "Model 3"
        di "{hline 88}"
        di
        di in white _col(10) "Non uniform Recalibration"
    }
    else {
        di "<h2><br>Model 3</h2>"
        di "<table id=rsoortM3nonuniftable class=restable >"
        di "<caption>Non uniform Recalibration</caption>"
    }
    local continue=1
    forvalues i=1/`nbitems' {
       local sem`i' "(T1@load`i' _cons@int`i'->``i'') (T2@load`i' _cons@int`i'->``=`i'+`nbitems''')"
       local var`i' "var(e.``i''@var`i') var(e.``=`i'+`nbitems'''@var`i')"
       local semrecU`i' "(T1@load`i' _cons->``i'') (T2@load`i' _cons->``=`i'+`nbitems''')"
       local semrep`i' "(T1 _cons@int`i'->``i'') (T2 _cons@int`i'->``=`i'+`nbitems''')"
       local varrecNU`i' "var(e.``i'') var(e.``=`i'+`nbitems''')"
    }
    local prec_chi2=`chi22'
    local testNU_varchi2=0
    local testNU_p=1

    if "`html'"=="" {
        di "{hline 88}"
        di in gr                                                                                _col(59) "Comparison with previous model"/*              _col(79) "Comparison with model 1"*/
        di in gr "Items" _col(18)  "Chi-square" _col(32) "df" _col(36) "p-value" _col(48) "BIC" _col(59) "Chi-square" _col(73) "df" _col(82) "p-value" /*_col(79) "Chi-square" _col(94) "df" _col(99) "p-value"*/
        di "{hline 88}"
    }
    else {
        di "<thead><tr><th></th><th></th><th></th><th></th><th></th><th colspan=3 align=left>Comparison with previous model</th></tr>"
        di "<tr><th>Items</th><th>Chi-square</th><th>df</th><th>p-value</th><th>BIC</th><th>Chi-square</th><th>df</th><th><I>p</I>-value</th></tr></thead>"
        di "<tbody>"
    }

    while (`continue') {
       local cpt=0
       local testNU_varchi2_temp=0
       local testNU_p_temp=0
       local testNU_item_temp=0
       local chi2encours_temp=-1
       local continue=0
       local sem
       local var
       forvalues j=1/`nbitems' {
          local sem
          local var
          local already=0
          forvalues i=1/`nbitems' {
             if `RS'[`i',1]==0&`i'!=`j' {
                local sem `sem' `sem`i''
                local var `var' `var`i''
             }
             if `RS'[`i',1]==1&`i'!=`j' {
                local sem `sem' `sem`i''
                local var `var' `varrecNU`i''
             }
             else if `i'==`j'&`RS'[`j',1]==0 {
                local sem `sem' `sem`i''
                local var `var' `varrecNU`i''
             }
             else if `i'==`j'&`RS'[`j',1]==1 {
                local sem `sem' `sem`i''
                local var `var' `varrecNU`i''
                local already=1
             }
          }
          if (`already'!=1) {
             qui sem `sem',var(T1@1) var(T2) means(T1@0) means(T2) `var'  iterate(100)  method(`method') cov(`cov12b' `covariances')
             qui estat gof
             local chi2encours=r(chi2_ms)
             local dfencours=r(df_ms)
             local pencours=r(p_ms)
             local bicencours=r(bic)
             if (abs(`chi2encours'-`prec_chi2')>invchi2(1,0.95)&abs(`chi2encours'-`prec_chi2')>`testNU_varchi2_temp') {
                local continue=1
                local testNU_varchi2_temp =abs(`chi2encours'-`prec_chi2' )
                local testNU_p_temp =1-chi2(1,`testNU_varchi2_temp')
                local testNU_item_temp=`j'
                local chi2encours_tmp=`chi2encours'
                local tmp=`chi2encours'
             }
             if ( `chi2encours'<`prec_chi2') {
				 if "`html'" != "" {
					di "<tr><td>``j''</td><td>" %8.2f `chi2encours' "</td><td>" %4.0f `dfencours' "</td><td>" %6.4f `pencours' "</td><td>" %7.2f `bicencours' "</td><td>" %8.2f `=abs(`chi2encours'-`prec_chi2' )' "</td><td>1</td><td>" %6.4f `=1-chi2(1,abs(`chi2encours'-`prec_chi2' ))' "</td></tr>"
				 }
				 else {
					di in gr abbrev("``j''",14) _col(20) %8.2f in ye `chi2encours' _col(30) %4.0f `dfencours' _col(37) %6.4f `pencours' _col(45) %7.2f `bicencours' _col(61) %8.2f `=abs(`chi2encours'-`prec_chi2' )' _col(74) "1" %6.4f _col(83) `=1-chi2(1,abs(`chi2encours'-`prec_chi2' ))' /*_col(82) %8.2f `=abs(`chi2encours'-`chi21')' _col(90) %6.0f `=abs(`df3'+1-`dfc1')' _col(100) %6.4f `=1-chi2(abs(`df3'+1-`dfc1'),abs(`chi2encours'-`chi21'))'*/
				 }
             }
             else {
                 if "`html'" != "" {
                    di "<tr><td>``j''</td><td>Unavailable</td></tr>"
                 }
                 else {
                    di in gr abbrev("``j''",14) _col(17) in ye /*%8.2f in ye `chi2encours' _col(40)*/ "Unavailable"
                 }
             }
             local ++cpt
          }
       }
       if (`testNU_item_temp'!=0) {
          matrix `RS'[`testNU_item_temp',1]=1
          local ++df3
          local testNU_varchi2=`testNU_varchi2_temp'
          local testNU_p=`testNU_p_temp'
          local testNU_item_temp=0
          local prec_chi2=`tmp'
       }
       if (`cpt'!=0) {
	  if "`html'" != "" {
	      di "<tr><td colspan=8><hr></td></tr>"
	  }
	  else {
              di "{hline 88}"
          }
       }
    }
    if "`html'" != "" {
        di "</tbody></table>"
    }



    /**************************************************************************************************************
    Model 3 / Uniform recalibration
    ***************************************************************************************************************/

    if "`html'"=="" {
       di
       di in white _col(10) "Uniform Recalibration"
    }
    else {
       di "<table id=rsoortM3nonuniftable class=restable >"
       di "<caption>Uniform Recalibration</caption>"
    }
    local continue=1
    local var
    forvalues i=1/`nbitems' {
       local sem`i' "(T1@load`i' _cons@int`i'->``i'') (T2@load`i' _cons@int`i'->``=`i'+`nbitems''')"
       local semrecU`i' "(T1@load`i' _cons->``i'') (T2@load`i' _cons->``=`i'+`nbitems''')"
       local semrep`i' "(T1 _cons@int`i'->``i'') (T2 _cons@int`i'->``=`i'+`nbitems''')"
       local var`i' "var(e.``i''@var`i') var(e.``=`i'+`nbitems'''@var`i')"
       local varrecNU`i' "var(e.``i'') var(e.``=`i'+`nbitems''')"
       if `RS'[`i',1]==1 {
          local var "`var' `varrecNU`i''"
       }
       if `RS'[`i',1]==0 {
          local var "`var' `var`i''"
       }
    }
    local testU_varchi2=0
    local testU_p=1
    if "`html'"=="" {
        di "{hline 88}"
        di in gr                                                                                _col(59) "Comparison with previous model"/*              _col(79) "Comparison with model 1"*/
        di in gr "Items" _col(18)  "Chi-square" _col(32) "df" _col(36) "p-value" _col(48) "BIC" _col(59) "Chi-square" _col(73) "df" _col(82) "p-value" /*_col(79) "Chi-square" _col(94) "df" _col(99) "p-value"*/
        di "{hline 88}"
    }
    else {
        di "<thead><tr><th></th><th></th><th></th><th></th><th></th><th colspan=3 align=left>Comparison with previous model</th></tr>"
        di "<tr><th>Items</th><th>Chi-square</th><th>df</th><th>p-value</th><th>BIC</th><th>Chi-square</th><th>df</th><th><I>p</I>-value</th></tr></thead>"
        di "<tbody>"
    }

    while (`continue') {
       local cpt=0
       local testU_varchi2_temp=0
       local testU_p_temp=0
       local testU_item_temp=0
       local chi2encours_temp=-1
       local continue=0
       local sem
       forvalues j=1/`nbitems' {
          local sem
          local already=0
          forvalues i=1/`nbitems' {
             if `RS'[`i',2]==0&`i'!=`j' {
                local sem `sem' `sem`i''
             }
             if `RS'[`i',2]==1&`i'!=`j' {
                local sem `sem' `semrecU`i''
             }
             else if `i'==`j'&`RS'[`j',2]==0 {
                local sem `sem' `semrecU`i''
             }
             else if `i'==`j'&`RS'[`j',2]==1 {
                local sem `sem' `semrecU`i''
                local already=1
             }
          }
          if (`already'!=1) {
             qui sem `sem',var(T1@1) var(T2) means(T1@0) means(T2) `var'  iterate(100)  method(`method')  cov(`cov12b' `covariances')
             qui estat gof
             local chi2encours=r(chi2_ms)
             local dfencours=r(df_ms)
             local pencours=r(p_ms)
             local bicencours=r(bic)
             if (abs(`chi2encours'-`prec_chi2')>invchi2(1,0.95)&abs(`chi2encours'-`prec_chi2')>`testU_varchi2_temp') {
                local continue=1
                local testU_varchi2_temp =abs(`chi2encours'-`prec_chi2' )
                local testU_p_temp =1-chi2(1,`testU_varchi2_temp')
                local testU_item_temp=`j'
                local chi2encours_tmp=`chi2encours'
                local tmp=`chi2encours'
             }

             if ( `chi2encours'<`prec_chi2') {
				 if "`html'" != "" {
					di "<tr><td>``j''</td><td>" %8.2f `chi2encours' "</td><td>" %4.0f `dfencours' "</td><td>" %6.4f `pencours' "</td><td>" %7.2f `bicencours' "</td><td>" %8.2f `=abs(`chi2encours'-`prec_chi2' )' "</td><td>1</td><td>" %6.4f `=1-chi2(1,abs(`chi2encours'-`prec_chi2' ))' "</td></tr>"
				 }
				 else {
					di in gr abbrev("``j''",14) _col(20) %8.2f in ye `chi2encours' _col(30) %4.0f `dfencours' _col(37) %6.4f `pencours' _col(45) %7.2f `bicencours' _col(61) %8.2f `=abs(`chi2encours'-`prec_chi2' )' _col(74) "1" %6.4f _col(83) `=1-chi2(1,abs(`chi2encours'-`prec_chi2' ))' /*_col(82) %8.2f `=abs(`chi2encours'-`chi21')' _col(90) %6.0f `=abs(`df3'+1-`dfc1')' _col(100) %6.4f `=1-chi2(abs(`df3'+1-`dfc1'),abs(`chi2encours'-`chi21'))'*/
				 }
             }
             else {
                 if "`html'" != "" {
                    di "<tr><td>``j''</td><td>Unavailable</td></tr>"
                 }
                 else {
                    di in gr abbrev("``j''",14) _col(17) in ye /*%8.2f in ye `chi2encours' _col(40)*/ "Unavailable"
                 }
             }
             local ++cpt
          }
       }
       if (`testU_item_temp'!=0) {
          matrix `RS'[`testU_item_temp',2]=1
          local ++df3
          local testU_varchi2=`testU_varchi2_temp'
          local testU_p=`testU_p_temp'
          local testU_item_temp=0
          local prec_chi2=`tmp'
       }
       if (`cpt'!=0) {
	  if "`html'" != "" {
	      di "<tr><td colspan=8><hr></td></tr>"
	  }
	  else {
              di "{hline 88}"
          }
       }
    }
    if "`html'" != "" {
        di "</tbody></table>"
    }




    /**************************************************************************************************************
    Model 3 / Reprioritization
    ***************************************************************************************************************/

    if "`html'"=="" {
       di
       di in white _col(10) "Reprioritization"
    }
    else {
       di "<table id=rsoortM3nonuniftable class=restable >"
       di "<caption>Reprioritization</caption>"
    }

    local continue=1
    local var
    local sem
    forvalues i=1/`nbitems' {
       local sem`i' "(T1@load`i' _cons@int`i'->``i'') (T2@load`i' _cons@int`i'->``=`i'+`nbitems''')"
       local semrecU`i' "(T1@load`i' _cons->``i'') (T2@load`i' _cons->``=`i'+`nbitems''')"
       local semrecUrep`i' "(T1 _cons->``i'') (T2 _cons->``=`i'+`nbitems''')"
       local semrep`i' "(T1 _cons@int`i'->``i'') (T2 _cons@int`i'->``=`i'+`nbitems''')"
       local var`i' "var(e.``i''@var`i') var(e.``=`i'+`nbitems'''@var`i')"
       local varrecNU`i' "var(e.``i'') var(e.``=`i'+`nbitems''')"
       if `RS'[`i',1]==1 {
          local var "`var' `varrecNU`i''"
       }
       if `RS'[`i',1]==0 {
          local var "`var' `var`i''"
       }
    }
    local testU_varchi2=0
    local testU_p=1
    if "`html'"=="" {
        di "{hline 88}"
        di in gr                                                                                _col(59) "Comparison with previous model"/*              _col(79) "Comparison with model 1"*/
        di in gr "Items" _col(18)  "Chi-square" _col(32) "df" _col(36) "p-value" _col(48) "BIC" _col(59) "Chi-square" _col(73) "df" _col(82) "p-value" /*_col(79) "Chi-square" _col(94) "df" _col(99) "p-value"*/
        di "{hline 88}"
    }
    else {
        di "<thead><tr><th></th><th></th><th></th><th></th><th></th><th colspan=3 align=left>Comparison with previous model</th></tr>"
        di "<tr><th>Items</th><th>Chi-square</th><th>df</th><th>p-value</th><th>BIC</th><th>Chi-square</th><th>df</th><th><I>p</I>-value</th></tr></thead>"
        di "<tbody>"
    }

    while (`continue') {
       local cpt=0
       local testR_varchi2_temp=0
       local testR_p_temp=0
       local testR_item_temp=0
       local chi2encours_temp=-1
       local continue=0
       local sem
       forvalues j=1/`nbitems' {
          local sem
          local already=0
          forvalues i=1/`nbitems' {
             if `RS'[`i',3]==0&`RS'[`i',2]==0&`i'!=`j' {
                local sem `sem' `sem`i''
             }
             else if `RS'[`i',3]==0&`RS'[`i',2]==1&`i'!=`j' {
                local sem `sem' `semrecU`i''
             }
             else if `RS'[`i',3]==1&`RS'[`i',2]==0&`i'!=`j' {
                local sem `sem' `semrep`i''
             }
             else if `RS'[`i',3]==1&`RS'[`i',2]==1&`i'!=`j' {
                local sem `sem' `semrecUrep`i''
             }
             else if `i'==`j'&`RS'[`j',3]==0&`RS'[`i',2]==0 {
                local sem `sem' `semrep`i''
             }
             else if `i'==`j'&`RS'[`j',3]==0&`RS'[`i',2]==1&`RS'[`i',1]==0 {
                local sem `sem' `semrecUrep`i''
             }
             else if `i'==`j'&`RS'[`j',3]==0&`RS'[`i',2]==1&`RS'[`i',1]==1 {
                local already=1
             }
             else if `i'==`j'&`RS'[`j',3]==1&`RS'[`i',2]==0 {
                local sem `sem' `semrep`i''
                local already=1
             }
             else if `i'==`j'&`RS'[`j',3]==1&`RS'[`i',2]==1 {
                local sem `sem' `semrecUrep`i''
                local already=1
             }
          }
          if (`already'!=1) {
             qui sem `sem',var(T1@1) var(T2) means(T1@0) means(T2) `var'  iterate(100)  method(`method') cov(`cov12b' `covariances')
             qui estat gof
             local chi2encours=r(chi2_ms)
             local dfencours=r(df_ms)
             local pencours=r(p_ms)
             local bicencours=r(bic)
             if (abs(`chi2encours'-`prec_chi2')>invchi2(1,0.95)&abs(`chi2encours'-`prec_chi2')>`testR_varchi2_temp'&`chi2encours'<`prec_chi2') {
                local continue=1
                local testR_varchi2_temp =abs(`chi2encours'-`prec_chi2' )
                local testR_p_temp =1-chi2(1,`testR_varchi2_temp')
                local testR_item_temp=`j'
                local chi2encours_tmp=`chi2encours'
                local tmp=`chi2encours'
             }
             if ( `chi2encours'<`prec_chi2') {
                 if "`html'" != "" {
                    di "<tr><td>``j''</td><td>" %8.2f `chi2encours' "</td><td>" %4.0f `dfencours' "</td><td>" %6.4f `pencours' "</td><td>" %7.2f `bicencours' "</td><td>" %8.2f `=abs(`chi2encours'-`prec_chi2' )' "</td><td>1</td><td>" %6.4f `=1-chi2(1,abs(`chi2encours'-`prec_chi2' ))' "</td></tr>"
                 }
                 else {
                    di in gr abbrev("``j''",14) _col(20) %8.2f in ye `chi2encours' _col(30) %4.0f `dfencours' _col(37) %6.4f `pencours' _col(45) %7.2f `bicencours' _col(61) %8.2f `=abs(`chi2encours'-`prec_chi2' )' _col(74) "1" %6.4f _col(83) `=1-chi2(1,abs(`chi2encours'-`prec_chi2' ))' /*_col(82) %8.2f `=abs(`chi2encours'-`chi21')' _col(90) %6.0f `=abs(`df3'+1-`dfc1')' _col(100) %6.4f `=1-chi2(abs(`df3'+1-`dfc1'),abs(`chi2encours'-`chi21'))'*/
                 }
             }
             else {
                 if "`html'" != "" {
                    di "<tr><td>``j''</td><td>Unavailable</td></tr>"
                 }
                 else {
                    di in gr abbrev("``j''",14) _col(17) in ye /*%8.2f in ye `chi2encours' _col(40)*/ "Unavailable"
                 }
             }
             local ++cpt
          }
       }
       if (`testR_item_temp'!=0) {
          matrix `RS'[`testR_item_temp',3]=1
          local ++df3
          local testR_varchi2=`testR_varchi2_temp'
          local testR_p=`testR_p_temp'
          local testR_item_temp=0
          local prec_chi2=`tmp'
       }
       if (`cpt'!=0) {
	  if "`html'" != "" {
	      di "<tr><td colspan=8><hr></td></tr>"
	  }
	  else {
              di "{hline 88}"
          }
       }
    }
    if "`html'" != "" {
        di "</tbody></table>"
    }
}

/**************************************************************************************************************
Model 3 Final
***************************************************************************************************************/

di
local continue=1
local var
local sem
forvalues i=1/`nbitems' {
   local sem`i' "(T1@load`i' _cons@int`i'->``i'') (T2@load`i' _cons@int`i'->``=`i'+`nbitems''')"
   local semrecU`i' "(T1@load`i' _cons->``i'') (T2@load`i' _cons->``=`i'+`nbitems''')"
   local semrecUrep`i' "(T1 _cons->``i'') (T2 _cons->``=`i'+`nbitems''')"
   local semrep`i' "(T1 _cons@int`i'->``i'') (T2 _cons@int`i'->``=`i'+`nbitems''')"
   local var`i' "var(e.``i''@var`i') var(e.``=`i'+`nbitems'''@var`i')"
   local varrecNU`i' "var(e.``i'') var(e.``=`i'+`nbitems''')"
   if `RS'[`i',1]==1 {
      local var "`var' `varrecNU`i''"
   }
   if `RS'[`i',1]==0 {
      local var "`var' `var`i''"
   }
   if `RS'[`i',2]==0&`RS'[`i',3]==0 {
      local sem "`sem' `sem`i''"
   }
   if `RS'[`i',2]==0&`RS'[`i',3]==1 {
      local sem "`sem' `semrep`i''"
   }
   if `RS'[`i',2]==1&`RS'[`i',3]==0 {
      local sem "`sem' `semrecU`i''"
   }
   if `RS'[`i',2]==1&`RS'[`i',3]==1 {
      local sem "`sem' `semrecUrep`i''"
   }
}
qui sem `sem',var(T1@1) var(T2) means(T1@0) means(T2) `var'  iterate(100)   method(`method') cov(`cov12b' `covariances')
tempname b V
matrix `b'=e(b)
matrix `V'=e(V)
local truechange=`b'[1,`=`nbitems'*4+1']
local Vtruechange=`V'[`=`nbitems'*4+1',`=`nbitems'*4+1']
qui estat gof
local tli3=r(tli)
local cfi3=r(cfi)
local srmr3=r(srmr)
local rmsea3=r(rmsea)
local ubrmsea3=r(ub90_rmsea)
local lbrmsea3=r(lb90_rmsea)
local chi23=r(chi2_ms)
local dfc3=`df3'
local p3=r(p_ms)
local bic3=r(bic)


/**************************************************************************************************************
Bilan
***************************************************************************************************************/

if "`html'"=="" {
    di
    di  "{hline 74}"
    di in gr           _col(22) "Non uniform"       _col(46) "Uniform"
    di in gr "Items" _col(20) "Recalibration" _col(40) "Recalibration" _col(58) "Reprioritization"
    di  "{hline 74}"
}
else {
    di "<table id=rsoortbilantable class=restable >"
    di "<caption></caption>"
    di "<thead><tr><th>Items</th><th>Non-uniform<br>Recalibration</th><th>Uniform<br>Recalibration</th><th><br>Repriorisation</th></tr></thead>"
    di "<tbody>"
}
forvalues i=1/`nbitems' {
   local recNU
   local recU
   local rep
   if (`RS'[`i',1]==1) {
      local recNU "*"
   }
   if (`RS'[`i',2]==1) {
      local recU "*"
   }
   if (`RS'[`i',3]==1) {
      local rep "*"
   }
   if "`html'"=="" {
       di in gr "``i''" in ye _col(32) "`recNU'" _col(52) "`recU'" _col(73) "`rep'"
   }
   else {
       di "<tr><td>``i''</td><td>`recNU'</td><td>`recU'</td><td>`rep'</td></tr>"
   }
}
if "`html'"=="" {
    di  "{hline 74}"
}
else {
    di "</tbody></table>"
}


/**************************************************************************************************************
Model 4
***************************************************************************************************************/

if "`model4'"=="" {
   local qui qui
}
else {
   local qui
}
`qui' sem `sem',var(T1@1) var(T2) means(T1@0) means(T2) `var'  iterate(100)  cov(`cov12b' `covariances')  method(`method')
tempname b V
matrix `b'=e(b)
matrix `V'=e(V)
local truechange=`b'[1,`=`nbitems'*4+1']
local Vtruechange=`V'[`=`nbitems'*4+1',`=`nbitems'*4+1']
qui estat gof,stat(all)
local tli4=r(tli)
local cfi4=r(cfi)
local srmr4=r(srmr)
local rmsea4=r(rmsea)
local ubrmsea4=r(ub90_rmsea)
local lbrmsea4=r(lb90_rmsea)
local chi24=r(chi2_ms)
local df4=r(df_ms)
local dfc4=`df3'+1
local p4=r(p_ms)
local chi2encours=r(chi2_ms)
local bic4=r(bic)

local z=`truechange'/sqrt(`Vtruechange')

if "`html'" != "" {
	di "<table id=rsoortM4table class=restable >"
	di "<caption></caption>"
	di "<thead><tr><th>Models</th><th>chi2</th><th>df</th><th><I>p</I></th><th>BIC</th><th>RMSEA</th><th>IC<sub>90%</sub>(RMSEA)</th><th>SRMR</th><th>CFI</th><th>TLI</th></tr></thead>"
	di "<tbody>"
	di "<tr><td>Model 1</td><td>" %8.2f `chi21' "</td><td>" %4.0f `df1' "</td><td>" %7.2f `bic1' "</td><td>" %6.4f `p1' "</td><td>" %6.4f `rmsea1' "</td><td>" %6.4f `lbrmsea1' "-" %6.4f `ubrmsea1' "</td><td>" %6.4f `srmr1' "</td><td>" %6.2f `cfi1' "</td><td>" %6.2f `tli1' "</td></tr>"
	di "<tr><td>Model 2</td><td>" %8.2f `chi22' "</td><td>" %4.0f `df2' "</td><td>" %7.2f `bic2' "</td><td>" %6.4f `p2' "</td><td>" %6.4f `rmsea2' "</td><td>" %6.4f `lbrmsea2' "-" %6.4f `ubrmsea2' "</td><td>" %6.4f `srmr2' "</td><td>" %6.2f `cfi2' "</td><td>" %6.2f `tli2' "</td></tr>"
	di "<tr><td>Model 4</td><td>" %8.2f `chi24' "</td><td>" %4.0f `df4' "</td><td>" %7.2f `bic4' "</td><td>" %6.4f `p4' "</td><td>" %6.4f `rmsea4' "</td><td>" %6.4f `lbrmsea4' "-" %6.4f `ubrmsea4'  "</td><td>" %6.4f `srmr4' "</td><td>" %6.2f `cfi4' "</td><td>" %6.2f `tli4' "</td></tr>"
	di "</tbody></table>"
}
else {
        di
        di  "{hline 95}"
        di in gr "Models" _col(14) "chi2" _col(22) "df" _col(31) "p" _col(40) "BIC" _col(47) "RMSEA" _col(55) "IC90%(RMSEA)" _col(72) "SRMR" _col(83) "CFI" _col(93) "TLI"
        di  "{hline 95}"
        di in green "Model 1" in ye _col(10) %8.2f `chi21' _col(20) %4.0f `df1' _col(26) %6.4f `p1' _col(36) %7.2f `bic1' _col(46) %6.4f `rmsea1' _col(54) %6.4f `lbrmsea1' "-" %6.4f `ubrmsea1'  _col(70) %6.4f `srmr1' _col(80) %6.2f `cfi1' _col(90) %6.2f `tli1'
        di in green "Model 2" in ye _col(10) %8.2f `chi22' _col(20) %4.0f `df2' _col(26) %6.4f `p2' _col(36) %7.2f `bic2' _col(46) %6.4f `rmsea2' _col(54) %6.4f `lbrmsea2' "-" %6.4f `ubrmsea2'  _col(70) %6.4f `srmr2' _col(80) %6.2f `cfi2' _col(90) %6.2f `tli2'
        *di in green "Model 3" in ye _col(10) %8.2f `chi23' _col(20) %4.0f `dfc3' _col(30) %6.4f `p3' _col(40) %6.4f `rmsea3' _col(50) %6.4f `lbrmsea3' "-" %6.4f `ubrmsea3'  _col(70) %6.4f `srmr3' _col(80) %6.2f `cfi3' _col(90) %6.2f `tli3'
        di in green "Model 4" in ye _col(10) %8.2f `chi24' _col(20) %4.0f `df4' _col(26) %6.4f `p4' _col(36) %7.2f `bic4' _col(46) %6.4f `rmsea4' _col(54) %6.4f `lbrmsea4' "-" %6.4f `ubrmsea4'  _col(70) %6.4f `srmr4' _col(80) %6.2f `cfi4' _col(90) %6.2f `tli4'
        di  "{hline 95}"
}


if "`html'" != "" {
	di "<table id=rsoorttruechangetable class=restable >"
	di "<caption></caption>"
	di "<thead><tr><th></th><th>Estimation</th><th>s.e.</th><th>z</th><th><I>p</I>-value</th></tr></thead>"
	di "<tbody>"
	di "<tr><td>True change (Model 2)</td><td>" %8.4f `truechange2' "</td><td>" %8.4f `=sqrt(`Vtruechange2')' "</td><td>" %6.2f `=`truechange2'/sqrt(`Vtruechange2')' "</td><td>" %6.4f `=2-2*normal(abs(`truechange2')/sqrt(`Vtruechange2'))' "</td></tr>"
	di "<tr><td>True change (Model 4)</td><td>" %8.4f `truechange' "</td><td>" %8.4f `=sqrt(`Vtruechange')' "</td><td>" %6.2f `=`truechange'/sqrt(`Vtruechange')' "</td><td>" %6.4f `=2-2*normal(abs(`truechange')/sqrt(`Vtruechange'))' "</td></tr>"
	di "</tbody></table>"
}
else {
        di
        di  "{hline 77}"
        di _col(23) in gr "Estimation" _col(44) "s.e." _col(60) "z" _col(71) "p-value"
        di  "{hline 77}"
        di in gr "True change (Model 2)" in ye _col(25) %8.4f `truechange2' _col(40) %8.4f `=sqrt(`Vtruechange2')' _col(56) %6.2f `=`truechange2'/sqrt(`Vtruechange2')' _col(72) %6.4f `=2-2*normal(abs(`truechange2')/sqrt(`Vtruechange2'))'
        di in gr "True change (Model 4)" in ye _col(25) %8.4f `truechange' _col(40) %8.4f `=sqrt(`Vtruechange')' _col(56) %6.2f `=`truechange'/sqrt(`Vtruechange')' _col(72) %6.4f `=2-2*normal(abs(`truechange')/sqrt(`Vtruechange'))'
        di  "{hline 77}"
        di
}
qui use `saversoort',clear



end