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collapse2.ado
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*! version 6.1.2 24oct2008
// Modified by Shafique Jamal ([email protected]) Feb 2013 To preserve value labels and variable labels
program define collapse
version 8, missing
if _caller() < 5 {
collaps4 `0'
exit
}
syntax anything(name=clist id=clist equalok) ///
[if] [in] [aw fw iw pw] ///
[, BY(varlist) CW FAST CLABEL ///
GRAPHBAR(name) /// undocumented
]
if ("`fast'"=="") preserve
local clist: subinstr local clist "[]" "", all
local 0 : subinstr local 0 "[]" "", all
local n 0
local stat = "mean"
local sortpreserve = 0
while `"`clist'"' != "" {
GetOpStat stat clist : "`stat'" `"`clist'"'
if "`stat'" == "first" | "`stat'" == "last" | ///
"`stat'" == "firstnm" | "`stat'" == "lastnm" {
local sortpreserve = 1
}
/* now we get <stuff> */
/* is it name = ... */
gettoken tok1 rest : clist , parse(" =.") bind
gettoken tok2 rest2: rest, parse(" =.") bind
if "`tok2'" == "=" { // newname = ...
GetNewnameEq lhs rhs clist : `"`clist'"'
local ++n
tsrevar `rhs'
local tname `r(varlist)'
local keep `"`keep' `tname'"'
local tar `"`tar' `lhs'"'
local old`n' `"`tname'"'
local lab`n' `"`rhs'"'
local fcn`n' `"`stat'"'
local new`n' `"`lhs'"'
local fmt`n' : format `tname'
}
else { // varname(ts) or varlist(ts)
GetVarlist vl clist : `"`clist'"'
local i 0
tsrevar `vl'
foreach el in `r(varlist)' {
local ++n
gettoken realname vl : vl
local ++i
local keep `"`keep' `el'"'
local tar `"`tar' `el'"'
local old`n' `el'
local lab`n' "`realname'"
local fcn`n' `"`stat'"'
Setnf new`n' fmt`n' : `realname' `el'
}
}
}
if (`n'==0) error 198
if `"`by'"'!="" {
bynottar `"`by'"' `"`tar'"'
}
if `"`weight'"' != "" {
tempvar w
qui gen double `w' `exp' `if' `in'
local wgt `"[`weight'=`w']"'
}
tempvar touse
mark `touse' `if' `in' `wgt'
if `"`cw'"'!="" {
markout `touse' `keep'
}
qui count if `touse'
if r(N)==0 {
error 2000
}
qui keep if `touse'
qui keep `keep' `by' `w'
/* check uniqueness */
/*
Table:
old`i' (original) name of source variable x
use`i' renamed old`i'
new`i' target variable x
drp`i' =use`i' if may be dropped, else `" "'
fcn`i' function to call x
fmt`i' %format of original variable
*/
local i 1
while `i' <= `n' {
if `"`drp`i''"'=="" {
tempname use
local use`i' `"`use'"'
rename `old`i'' `use'
local lasti `i'
}
local j=`i'+1
while `j'<=`n' {
if `"`new`i''"' == `"`new`j''"' {
if "`graphbar'" != "" {
Graphbar_makename "`new`i''" "`fcn`i''" `i'
local temp`i' `s(temp)'
Graphbar_makename "`new`j''" "`fcn`j''" `j'
local temp`j' `s(temp)'
local nameIndexList "`nameIndexList' `i' `j'"
}
else {
di as err "error:" _n /*
*/ _col(8) `"`new`i'' = (`fcn`i'') `lab`i''"' /*
*/ _n /*
*/ _col(8) `"`new`j'' = (`fcn`j'') `lab`j''"' /*
*/ _n "name conflict"
exit 198
}
}
if `"`drp`i''"'=="" & `"`old`i''"' == `"`old`j''"' {
local lasti `j'
local use`j' `"`use'"'
local drp`j' `" "'
}
local ++j
}
if `"`drp`i''"'=="" {
local drp`lasti' `"`use'"'
}
local ++i
}
if "`graphbar'" != "" {
// pick up new names
foreach i of local nameIndexList {
local new`i' `temp`i''
}
// Remove any duplicates (ie user specifies (mean) x x
forvalues i = 1/`n' {
local j=`i'+1
while `j'<=`n' {
if `"`new`i''"' == `"`new`j''"' {
// reindex list items
forvalues idx = `j'/`=`n'-1' {
local idx2 = `idx' + 1
local new`idx' `new`idx2''
local fcn`idx' `fcn`idx2''
local lab`idx' `lab`idx2''
local fmt`idx' `fmt`idx2''
local use`idx' `use`idx2''
}
local --n
}
else {
// increment only when not
// reindexing list items
local ++j
}
}
}
}
quietly {
tempvar new
local i 1
while `i'<=`n' {
_`fcn`i'' `new`i'' `use`i'' `sortpreserve' /*
*/ `"`weight'"' `"`w'"' `"`by'"'
capture drop `drp`i''
if "`clabel'"=="" {
label var `new`i'' `"(`fcn`i'') `lab`i''"'
}
else label var `new`i'' `"`fcn`i'' of `lab`i''"'
format `new`i'' `fmt`i''
local ++i
}
}
if `"`by'"' != "" {
sort `by'
quietly by `by': keep if _n==_N
}
else quietly keep in 1
global S_FN
global S_FNDATE
if ("`fast'" == "") restore, not
if "`graphbar'" != "" {
forvalues i = 1/`n' {
local retVarList `retVarList' `new`i''
}
c_local `graphbar' "`retVarList'"
}
end
program Graphbar_makename, sclass
args new fcn i
local temp "`new'_`fcn'"
local temp = subinstr("`temp'", " ", "", .)
local length : length local temp
if `length' > 32 {
local temp = substr("`temp'", 1, 29)
local temp `temp'_`i'
}
sreturn local temp `temp'
end
program Setnf
args mname mfmt colon realname el
if "`realname'" == "`el'" {
c_local `mname' "`el'"
c_local `mfmt' : format `el'
}
else {
local op : tsnorm `realname' , varname
gettoken op var : op , parse(".")
gettoken dot var : var, parse(".")
c_local `mname' `op'`var'
c_local `mfmt' : format `var'
}
end
program GetNewnameEq
args mlhs mrhs mrest colon rest
gettoken lhs rest : rest, parse(" =")
gettoken equal rest : rest, parse(" =")
gettoken 0 rest : rest, parse(" ")
confirm name `lhs'
c_local `mlhs' `lhs'
syntax varname(ts)
c_local `mrhs' `varlist'
c_local `mrest' `rest'
end
program GetVarlist
args mvl mrest colon rest
while (1) {
gettoken tok rest1 : rest, parse(" =")
local c = substr(trim(`"`rest1'"'),1,1)
if "`c'"=="=" | "`c'"=="(" | "`c'"=="" {
if "`c'" == "=" {
local 0 `"`vl'"'
c_local `mrest' `"`rest'"'
}
else if "`c'"=="(" {
local 0 `vl' `tok'
c_local `mrest' `"`rest1'"'
}
else {
local 0 `vl' `tok'
c_local `mrest'
}
syntax varlist(ts)
c_local `mvl' "`varlist'"
exit
}
local vl `vl' `tok'
local rest `"`rest1'"'
}
end
program GetOpStat
args mstat mrest colon stat line
gettoken thing nline : line, parse("() ") match(parens)
if "`parens'"=="" {
c_local `mstat' "`stat'"
c_local `mrest' `"`line'"'
exit
}
if `:word count `thing'' == 1 {
local 0 `", `thing'"'
capture syntax [, mean median sd SEMean SEBinomial SEPoisson ///
sum rawsum count max min iqr first firstnm last lastnm]
/* fix thing if abbreviated */
if "`semean'" != "" {
local thing "semean"
}
if "`sebinomial'" != "" {
local thing "sebinomial"
}
if "`sepoisson'" != "" {
local thing "sepoisson"
}
if _rc == 0 {
c_local `mstat' `thing'
c_local `mrest' `"`nline'"'
if ("`median'"!="") c_local `mstat' "p 50"
exit
}
local thing = trim("`thing'")
if (substr("`thing'",1,1) == "p") {
local thing = substr("`thing'",2,.)
capture confirm integer number `thing'
if _rc==0 {
if 1<=`thing' & `thing'<=99 {
c_local `mstat' "p `thing'"
c_local `mrest' `"`nline'"'
exit
}
}
}
}
di as err "(`thing') invalid statistic"
exit 198
end
program bynottar /* `"byvars"' `"targetvars"' */
local byvars `"`1'"'
tokenize `"`2'"'
local i 1
local byv : word `i' of `byvars'
while `"`byv'"' != "" {
local j 1
while `"``j''"' != "" {
if `"`byv'"'==`"``j''"' {
di as err /*
*/ `"``j'' may not be both target and by()"'
exit 198
}
local ++j
}
local ++i
local byv : word `i' of `byvars'
}
end
program dosortpreserve
args sortvars sortpreservevar
sort `sortvars' `sortpreservevar'
end
/* routines for calculating statistics */
program _mean /* newvar oldvar wtype wvar byvars */
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
if (`"`w'"'=="") local w 1
if `"`by'"' != "" {
sort `by'
local by `"by `by':"'
}
local ty : type `x'
if (`"`ty'"'=="double" | `"`ty'"'=="long") local ty "double"
else local ty /* erase macro */
quietly {
`by' gen `ty' `y' = sum(`w'*`x')/sum(cond(`x'<.,`w',0))
`by' replace `y' = `y'[_N]
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _sd /* newvar oldvar wtype wvar byvars */
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
if (`"`w'"'=="") local w 1
else {
if `"`wt'"'=="pweight" {
di as err "sd not allowed with pweights"
exit 135
}
}
if `"`by'"' != "" {
sort `by'
local by `"by `by':"'
}
quietly {
if `"`wt'"'=="aweight" {
tempvar new
remakew `x' `w' `new' `"`by'"'
local w `"`new'"'
}
local ty : type `x'
if (`"`ty'"'=="double" | `"`ty'"'=="long") local ty "double"
else local ty /* erase macro */
tempvar m
`by' gen double `m' = sum(`w'*`x')/sum(cond(`x'<.,`w',0))
`by' gen `ty' `y' = sqrt( /*
*/ sum(`w'*((`x'-`m'[_N])^2)) / /*
*/ (sum(cond(`x'<.,`w',0))-1) /*
*/ )
`by' replace `y' = cond(`m'[_N]>=., ., `y'[_N])
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _semean /* newvar oldvar sortpreserve wtype wvar byvars */
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
if (`"`w'"'=="") local w 1
else {
if `"`wt'"'=="pweight" {
di as err "semean not allowed with pweights"
exit 135
}
if `"`wt'"'=="iweight" {
di as err "semean not allowed with iweights"
exit 135
}
}
if `"`by'"' != "" {
sort `by'
local by `"by `by':"'
}
tempvar obs
`by' gen long `obs' = sum(cond(`x'<.,1,0))
quietly {
if `"`wt'"'=="aweight" {
tempvar new
remakew `x' `w' `new' `"`by'"'
local w `"`new'"'
}
if `"`wt'"'=="fweight" {
`by' replace `obs' = sum(cond(`x'<.,`w',0))
}
local ty : type `x'
if (`"`ty'"'=="double" | `"`ty'"'=="long") local ty "double"
else local ty /* erase macro */
tempvar m
`by' gen double `m' = sum(`w'*`x')/sum(cond(`x'<.,`w',0))
`by' gen `ty' `y' = (1/sqrt(`obs'[_N])) * sqrt( /*
*/ sum(`w'*((`x'-`m'[_N])^2)) / /*
*/ (sum(cond(`x'<.,`w',0))-1) /*
*/ )
`by' replace `y' = cond(`m'[_N]>=., ., `y'[_N])
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _sebinomial /* newvar oldvar sortpreserve wtype wvar byvars */
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
if (`"`w'"'=="") local w 1
else {
if `"`wt'"'=="aweight" {
di as err "sebinomial not allowed with aweights"
exit 135
}
if `"`wt'"'=="iweight" {
di as err "sebinomial not allowed with iweights"
exit 135
}
if `"`wt'"'=="pweight" {
di as err "sebinomial not allowed with pweights"
exit 135
}
}
if `"`by'"' != "" {
sort `by'
local by `"by `by':"'
}
tempvar flag
`by' gen `flag' = sum(cond((`x'==0 | `x'==1 | `x'>=.),0,1))
local ty : type `x'
if (`"`ty'"'=="double" | `"`ty'"'=="long") local ty "double"
else local ty /* erase macro */
tempvar obs
`by' gen long `obs' = sum(cond(`x'<.,`w',0))
tempvar m
`by' gen `double' `m' = sum(`w'*`x')/sum(cond(`x'<.,`w',0))
`by' gen `ty' `y' = sqrt((`m'[_N] * (1-`m'[_N]))/`obs'[_N])
`by' replace `y' = cond(`flag'[_N]==0,`y'[_N],.)
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _sepoisson /* newvar oldvar sortpreserve wtype wvar byvars */
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
if (`"`w'"'=="") local w 1
else {
if `"`wt'"'=="aweight" {
di as err "sepoisson not allowed with aweights"
exit 135
}
if `"`wt'"'=="iweight" {
di as err "sepoisson not allowed with iweights"
exit 135
}
if `"`wt'"'=="pweight" {
di as err "sepoisson not allowed with pweights"
exit 135
}
}
if `"`by'"' != "" {
sort `by'
local by `"by `by':"'
}
tempvar flag
`by' gen `flag' = sum(cond((`x'>=0 | `x'>=.),0,1))
local ty : type `x'
if (`"`ty'"'=="double" | `"`ty'"'=="long") local ty "double"
else local ty /* erase macro */
tempvar obs
`by' gen long `obs' = sum(cond(`x'<.,`w',0))
tempvar m k
`by' gen `double' `m' = sum(`w'*`x')/sum(cond(`x'<.,`w',0))
`by' gen `double' `k' = int(`m'[_N]*`obs'[_N]+.5)
`by' gen `ty' `y' = sqrt(`k'[_N]) / `obs'[_N]
`by' replace `y' = cond(`flag'[_N]==0,`y'[_N],.)
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _sum
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
if (`"`w'"'=="") local w 1
if `"`by'"' != "" {
sort `by'
local by `"by `by':"'
}
quietly {
if `"`wt'"'=="aweight" {
tempvar new
remakew `x' `w' `new' `"`by'"'
local w `"`new'"'
}
`by' gen double `y' = sum(`w'*`x')
`by' replace `y' = `y'[_N]
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _rawsum
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
if `"`by'"' != "" {
sort `by'
local by `"by `by':"'
}
quietly {
`by' gen double `y' = sum(`x')
`by' replace `y' = `y'[_N]
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _count
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
if `"`by'"' != "" {
sort `by'
local by `"by `by':"'
}
quietly {
if `"`wt'"'=="fweight" | `"`wt'"'=="iweight" /*
*/ | `"`wt'"'=="pweight" {
`by' gen double `y' = sum(cond(`x'<.,`w',0))
}
else `by' gen long `y' = sum(`x'<.)
`by' replace `y' = `y'[_N]
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _max
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
tempvar touse
quietly {
local ty : type `x'
gen byte `touse' = (`x' < .)
sort `by' `touse' `x'
if `"`by'"' != "" {
by `by': gen `ty' `y' = `x'[_N]
}
else gen `ty' `y' = `x'[_N]
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _min
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
tempvar touse revx
quietly {
local ty : type `x'
gen byte `touse' = (`x'<.)
gen double `revx' = -`x'
sort `by' `touse' `revx'
if `"`by'"' != "" {
by `by': gen `ty' `y' = `x'[_N]
}
else gen `ty' `y' = `x'[_N]
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _p
args p y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
tempvar touse i n g
local ty : type `x'
if (`"`ty'"'=="double" | `"`ty'"'=="long") local ty "double"
else local ty /* erase macro */
quietly {
gen byte `touse' = `x'<.
sort `by' `touse' `x' `w', stable
if `"`w'"'=="" {
local w 1
}
else {
tempvar new
if `"`by'"' != "" {
remakew `x' `w' `new' `"by `by':"'
}
else remakew `x' `w' `new'
local w `"`new'"'
}
by `by' `touse': gen double `n' = sum(`w') if `touse'
by `by' `touse': /*
*/ gen double `g' = `n'*`p'/100 if `touse' & _n==_N
gen long `i' = .
by `by' `touse': /*
*/ replace `i'=cond(`i'[_n-1]<.,`i'[_n-1], /*
*/ cond(`n'-`g'[_N]>1e-6,_n,.)) if `touse'
by `by' `touse': /*
*/ gen `ty' `y' = cond(`g'- `n'[`i'-1] >1e-6, /*
*/ `x'[`i'], (`x'[`i'-1]+`x'[`i'])/2) /*
*/ if `touse' & _n==_N
if `"`by'"' != "" {
by `by': replace `y' = `y'[_N]
}
else replace `y' = `y'[_N]
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _iqr
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
tempvar p75 p25
_p 75 `p75' `x' `sortpreserve' `"`wt'"' `"`w'"' `"`by'"'
_p 25 `p25' `x' `sortpreserve' `"`wt'"' `"`w'"' `"`by'"'
local ty : type `p75'
quietly gen `ty' `y' = `p75' - `p25'
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _first
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
quietly {
local ty : type `x'
if `"`by'"' != "" {
sort `by', stable
by `by': gen `ty' `y' = `x'[1]
}
else gen `ty' `y' = `x'[1]
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _last
args y x sortpreserve wt w by
if `sortpreserve' {
tempvar sortpreserve
local sortvars : sortedby
gen `sortpreserve' = _n
}
quietly {
local ty : type `x'
if `"`by'"' != "" {
sort `by', stable
by `by': gen `ty' `y' = `x'[_N]
}
else gen `ty' `y' = `x'[_N]
}
if `sortpreserve' {
dosortpreserve `sortvars' `sortpreserve'
}
end
program _firstnm, sortpreserve
args y x sortpreserve wt w by
tempvar touse
quietly {
local ty : type `x'
gen byte `touse' = cond(`x' < ., 0, 1)
sort `by' `touse', stable
if `"`by'"' != "" {
by `by': gen `ty' `y' = `x'[1]
}
else gen `ty' `y' = `x'[1]
}
end
program _lastnm, sortpreserve
args y x sortpreserve wt w by
tempvar touse
quietly {
local ty : type `x'
gen byte `touse' = cond(`x' < ., 1, 0)
if `"`by'"' != "" {
sort `by' `touse', stable
by `by': gen `ty' `y' = `x'[_N]
}
else gen `ty' `y' = `x'[_N]
}
end
/* utilities used by _* routines */
program remakew /* xvar oldw neww by-prefix */
args x w new by
/* by is either "" or "by vn vn ...:" */
tempvar sum obs
`by' gen long `obs' = sum(`x'<.)
`by' gen double `sum' = sum(cond(`x'<.,`w',0))
`by' gen double `new' = cond(`x'<., `w'*`obs'[_N]/`sum'[_N], .)
end
exit
/*
<clist> :=
<stat> <stuff> [<clist>]
<stuff> [<clist>]
<stat> :=
(<statword>)
<statword> :=
mean | sd | sum | rawsum | count | max | min | iqr
p# (1 <= # <= 99, # an int)
<stuff> :=
varname <stuff>
varlist <stuff>
name[ ]=[ ]<varname> <stuff>
name[ ]=[ ]<op.varname> <stuff>
op.varname
op.(varname [varname ...])
op(numlist).varname
op(numlist).(varname [varname...])
-------------------------------------------------------------------------
*/