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*! version 1.0.2 24sep2004
program define glm_p
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 "Deviance Mu Pearson"
/* 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 "`devianc'`mu'`pearson'"
/* 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.
*/
/* all statistics require MU below */
quietly {
tempvar eta MU
_predict double `eta' if `touse', xb `offset'
gen double `MU' = .
_crcglil `eta' `MU' `e(power)' `e(m)' `e(k)' `e(bernoul)'
drop `eta'
}
if "`type'"=="" | "`type'"=="mu" {
if "`type'"=="" {
di in gr /*
*/ "(option mu assumed; predicted mean `e(depvar)')"
}
gen `vtyp' `varn' = `MU' if `touse'
label var `varn' "Predicted mean `e(depvar)'"
exit
}
if "`type'"=="deviance" {
quietly {
tempvar dresq
gen double `dresq' = 0
_crcgldv `e(depvar)' `e(family)' `e(bernoul)' /*
*/ `e(m)' `e(k)' `MU' 1 `dresq'
}
gen `vtyp' `varn' = sign(`e(depvar)'-`MU')*sqrt(`dresq') /*
*/ if `touse'
lab var `varn' "Deviance residual"
exit
}
if "`type'"=="pearson" {
tempvar V
qui pearson `V' <- `MU' `touse'
gen `vtyp' `varn' = (`e(depvar)'-`MU')/sqrt(`V') if `touse'
label var `varn' "Pearson residual"
exit
}
error 198
end
program define pearson /* V <- mu touse */
args V skip mu touse
if "`e(family)'"=="bin" {
gen double `V' = `mu'*(1-`mu'/`e(m)') if `touse'
}
else if "`e(family)'"=="gam" {
gen double `V' = `mu'^2 if `touse'
}
else if "`e(family)'"=="gau" {
gen double `V' = 1 if `touse'
}
else if "`e(family)'"=="ivg" {
gen double `V' = `mu'^3 if `touse'
}
else if "`e(family)'"=="nb" {
gen double `V' = (`mu'+`e(k)'*`mu'^2) if `touse'
}
else if "`e(family)'"=="poi" {
gen double `V' = `mu' if `touse'
}
end
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