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Stata supports all aspects of logistic regression through the following commands:
| Bayesian estimation of binreg | bayes: binreg |
| Bayesian estimation of biprobit | bayes: biprobit |
| Bayesian estimation of clogit | bayes: clogit |
| Bayesian estimation of cloglog | bayes: cloglog |
| Bayesian estimation of heckoprobit | bayes: heckoprobit |
| Bayesian estimation of heckprobit | bayes: heckprobit |
| Bayesian estimation of hetoprobit | bayes: hetoprobit |
| Bayesian estimation of hetprobit | bayes: hetprobit |
| Bayesian estimation of logistic | bayes: logistic |
| Bayesian estimation of logit | bayes: logit |
| Bayesian estimation of mecloglog | bayes: mecloglog |
| Bayesian estimation of melogit | bayes: melogit |
| Bayesian estimation of meologit | bayes: meologit |
| Bayesian estimation of meoprobit | bayes: meoprobit |
| Bayesian estimation of meprobit | bayes: meprobit |
| Bayesian estimation of mlogit | bayes: mlogit |
| Bayesian estimation of mprobit | bayes: mprobit |
| Bayesian estimation of ologit | bayes: ologit |
| Bayesian estimation of oprobit | bayes: oprobit |
| Bayesian estimation of probit | bayes: probit |
| Bayesian estimation of zioprobit | bayes: zioprobit |
| GLM models for the binomial family | binreg |
| Bivariate probit regression | biprobit |
| Conditional (fixed-effects) logistic regression | clogit |
| Complementary log-log regression | cloglog |
| Conditional logit (McFadden's) choice model | cmclogit |
| Mixed logit choice model | cmmixlogit |
| Multinomial probit choice model | cmmprobit |
| Rank-ordered logit choice model | cmrologit |
| Rank-ordered probit choice model | cmroprobit |
| Panel-data mixed logit choice model | cmxtmixlogit |
| Extended ordered probit regression | eoprobit |
| Extended probit regression | eprobit |
| Exact logistic regression | exlogistic |
| Finite mixtures of cloglog | fmm: cloglog |
| Finite mixtures of logit | fmm: logit |
| Finite mixtures of mlogit | fmm: mlogit |
| Finite mixtures of ologit | fmm: ologit |
| Finite mixtures of oprobit | fmm: oprobit |
| Finite mixtures of probit | fmm: probit |
| Generalized linear models | glm |
| Probit model with selection | heckprobit |
| Ordered probit model with sample selection | heckoprobit |
| Heteroskedastic ordered probit regression | hetoprobit |
| Heteroskedastic probit model | hetprobit |
| Probit model with endogenous regressors | ivprobit |
| Logistic regression, reporting odds ratios | logistic |
| Logistic regression, reporting coefficients | logit |
| Multilevel mixed-effects complementary log-log regression | mecloglog |
| Multilevel mixed-effects generalized linear model | meglm |
| Multilevel mixed-effects logistic regression | melogit |
| Ordered multilevel mixed-effects logistic regression | meologit |
| Multilevel mixed-effects ordered probit regression | meoprobit |
| Multilevel mixed-effects probit regression | meprobit |
| Multinomial (polytomous) logistic regression | mlogit |
| Multinomial probit regression | mprobit |
| Nested logit regression | nlogit |
| Ordered logistic regression | ologit |
| Ordered probit regression | oprobit |
| Probit regression | probit |
| Skewed-logistic regression | scobit |
| Stereotype logistic regression | slogit |
| Survey version of heckprobit | svy: heckprobit |
| Survey version of heckoprobit | svy: heckoprobit |
| Survey version of ivprobit | svy: ivprobit |
| Survey version of logistic | svy: logistic |
| Survey version of logit | svy: logit |
| Survey version of mecloglog | svy: mecloglog |
| Survey version of melogit | svy: melogit |
| Survey version of meologit | svy: meologit |
| Survey version of meoprobit | svy: meoprobit |
| Survey version of meprobit | svy: meprobit |
| Survey version of mlogit | svy: mlogit |
| Survey version of ologit | svy: ologit |
| Survey version of oprobit | svy: oprobit |
| Survey version of probit | svy: probit |
| Survey version of scobit | svy: scobit |
| Survey version of zioprobit | svy: zioprobit |
| Random-effects and population-averaged cloglog models | xtcloglog |
| Random-effects ordered probit models with endogenous covariates, treatment, and sample selection | xteoprobit |
| Random-effects probit models with endogenous covariates, treatment, and sample selection | xteprobit |
| GEE population-averaged generalized linear models | xtgee |
| Fixed-effects, random-effects, and population-averaged logit models | xtlogit |
| Random-effects ordered logistic regression | xtologit |
| Random-effects ordered probit regression | xtoprobit |
| Random-effects and population-averaged probit models | xtprobit |
| Zero-inflated ordered probit regression | zioprobit |
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