📄 boxcox_p.ado
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*! version 1.0.2 24dec2004
program define boxcox_p /* predict after boxcox */
version 6, missing
/* Step 1:
place command-unique options in local myopts
Note that standard options are
LR:
Index XB Cooksd Hat
REsiduals RSTAndard RSTUdent
STDF STDP STDR noOFFset
SE:
Index XB STDP noOFFset
*/
local myopts /*
*/ "Yhat TYhat Residual TResidual Cooksd Hat RSTAndard RSTUdent STDF STDR"
/* Step 2:
call _propts, exit if done,
else collect what was returned.
*/
_pred_se "`myopts'" `0'
if `s(done)' { exit }
local vtyp `s(typ)'
local varn `s(varn)'
local 0 `"`s(rest)'"'
/* Step 3:
Parse your syntax.
*/
syntax [if] [in] [, `myopts' noOFFset]
/* Step 4:
Concatenate switch options together
*/
local type "`yhat'`tyhat'`residua'`tresidu'"
/* Step 5:
quickly process default case if you can
Do not forget -nooffset- option.
*/
/* Step 6:
mark sample (this is not e(sample)).
*/
marksample touse
/* Step 7:
handle options that take argument one at a time.
Comment if restricted to e(sample).
Be careful in coding that number of missing values
created is shown.
Do all intermediate calculations in double.
*/
/* Step 8:
handle switch options that can be used in-sample or
out-of-sample one at a time.
Be careful in coding that number of missing values
created is shown.
Do all intermediate calculations in double.
*/
if "`type'"=="" | "`type'"=="yhat" {
if "`type'"=="" {
di in gr "(option yhat assumed; fitted values)"
}
tempvar xb
qui _predict double `xb' if `touse', xb `offset'
if "`e(center)'"=="" {
if abs(`e(L)')>1e-10 {
gen `vtyp' `varn' = (e(L)*`xb'+1)^(1/e(L)) /*
*/ if `touse'
}
else gen `vtyp' `varn' = exp(`xb') if `touse'
}
else {
tempvar sgn
quietly {
gen byte `sgn' = sign(`xb') if `touse'
if abs(`e(L)')>1e-10 {
replace `xb' = /*
*/ (`e(L)'*abs(`xb') + 1)^(1/e(L))-1 /*
*/ if `touse'
}
else {
replace `xb' = exp(abs(`xb')-1 /*
*/ if `touse'
}
}
gen `vtyp' `varn' = e(`e(center)')+`sgn'*`xb' `if' `in'
}
label var `varn' "Fitted values"
exit
}
if "`type'"=="tyhat" {
if "`e(center)'"=="" {
if abs(e(L)) > 1e-10 {
gen `vtyp' `varn' = (`e(depvar)'^e(L)-1)/e(L) /*
*/ if `touse'
}
else gen `vtyp' `varn' = ln(`e(depvar)') if `touse'
}
else {
if abs(e(L))>1e-10 {
gen `vtyp' `varn' = /*
*/ sign(`e(depvar)'-e(`e(center)')) * /*
*/ ( /*
*/ ( (abs(`e(depvar)'-e(`e(center)'))+1)^e(L) - 1 ) / e(L) /*
*/ ) if `touse'
}
else {
gen `vtyp' `varn' = /*
*/ sign(`e(depvar)'-e(`e(center)')) * /*
*/ ( /*
*/ ln( abs(`e(depvar)'-e(`e(center)'))+1 ) /*
*/ ) if `touse'
}
}
label var `varn' "Transformed `e(depvar)'"
exit
}
if "`type'"=="residual" {
tempvar yhat
qui predict double `yhat', yhat `offset'
gen `vtyp' `varn' = `e(depvar)'-`yhat' if `touse'
label var `varn' "Residual"
exit
}
if "`type'"=="tresidual" {
tempvar ty xb
qui predict double `ty', tyhat `offset'
qui _predict double `xb', xb `offset'
gen `vtyp' `varn' = `ty' - `xb' if `touse'
label var `varn' "Transformed residual"
exit
}
/* Step 9:
handle switch options that can be used in-sample only.
Same comments as for step 8.
*/
* qui replace `touse'=0 if !e(sample)
error 198
end
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