*! version 1.3.0 14May2012 MLB program define marg_poissonqq_prep, rclass version 10.1 syntax [if] , /// [ /// simvars(string) /// simopts(string) /// noPArsamp /// ] /// q(string) /// pobs(varname) /// sims(integer) /// n(integer) /// y(varname) /// e(real) tempvar mu first fw marksample touse sum `y' if `touse' , meanonly local l = r(min) local u = r(max) qui predict double `mu' if `touse', n sort `mu' qui by `mu': gen byte `first' = cond(`touse', _n == 1, 0) qui by `mu' : gen double `fw' = _N if `touse' sort `touse' `y' qui gen `q' = . mata: marg_poissonqq("`pobs'", "`q'","`mu'", "`first'", "`fw'", "`touse'") if "`parsamp'" == "" { tempname bname vname orig matrix `bname' = e(b) matrix `vname' = e(V) est store `orig' forvalues i = 1/`sims' { local nvar : word `i' of `simvars' drop `mu' marg_parsamp, bname(`bname') v(`vname') qui predict double `mu' if `touse', n qui gen `nvar' = rpoisson(`mu') if `touse' mata: marg_dangerous_sort("`nvar'", "`touse'") local gr "`gr' || scatter `nvar' `q', msymbol(oh) color(gs10) sort `simopts'" } qui est restore `orig' } else { forvalues i = 1/`sims' { local nvar : word `i' of `simvars' qui gen `nvar' = rpoisson(`mu') if `touse' mata: marg_dangerous_sort("`nvar'", "`touse'") local gr "`gr' || scatter `nvar' `q', msymbol(oh) color(gs10) sort `simopts'" } } return local gr `"`gr'"' end