Stata 15 help for logistic estimation commands
Description
Stata has a variety of commands for performing estimation when the
dependent variable is dichotomous or polytomous. Here is a list of some
estimation commands that may be of interest. See estimation commands for
a complete list of all of Stata's estimation commands.
Command Manual entry Description

asclogit [R] asclogit Alternativespecific conditional
logit (McFadden's choice) model
asmprobit [R] asmprobit Alternativespecific multinomial
probit regression
asroprobit [R] asroprobit Alternativespecific rankordered
probit regression
binreg [R] binreg GLM models for the binomial family
biprobit [R] biprobit Bivariate probit regression
clogit [R] clogit Conditional (fixedeffects) logistic
regression
cloglog [R] cloglog Complementary loglog regression
exlogistic [R] exlogistic Exact logistic regression
glm [R] glm Generalized linear models
heckoprobit [R] heckoprobit Ordered probit model with sample
selection
heckprobit [R] heckprobit Probit model with sample selection
hetprobit [R] hetprobit Heteroskedastic probit model
ivprobit [R] ivprobit Probit model with endogenous
covariates
logit [R] logit Logistic regression, reporting
coefficients
mecloglog [ME] mecloglog Multilevel mixedeffects
complementary loglog regression
meglm [ME] meglm Multilevel mixedeffects generalized
linear model
melogit [ME] melogit Multilevel mixedeffects logistic
regression
meprobit [ME] meprobit Multilevel mixedeffects probit
regression
mlogit [R] mlogit Multinomial (polytomous) logistic
regression
meologit [ME] meologit Multilevel mixedeffects ordered
logistic regression
meoprobit [ME] meoprobit Multilevel mixedeffects ordered
probit regression
mprobit [R] mprobit Multinomial probit regression
nlogit [R] nlogit Nested logit regression
(RUMconsistent and nonnormalized)
ologit [R] ologit Ordered logistic regression
oprobit [R] oprobit Ordered probit regression
probit [R] probit Probit regression
rologit [R] rologit Rankordered logistic regression
scobit [R] scobit Skewed logistic regression
slogit [R] slogit Stereotype logistic regression
svy: [SVY] svy estimation Estimation commands for survey data
xtcloglog [XT] xtcloglog Randomeffects and
populationaveraged cloglog models
xtgee [XT] xtgee GEE populationaveraged generalized
linear models
xtlogit [XT] xtlogit Fixedeffects, randomeffects, and
populationaveraged logit models
xtologit [XT] xtologit Randomeffects ordered logistic
models
xtoprobit [XT] xtoprobit Randomeffects ordered probit models
xtprobit [XT] xtprobit Randomeffects and
populationaveraged probit models

