Finite Mixture Models Reference Manual
| Publisher: | Stata Press |
| Copyright: | 2023 |
| ISBN-13: | 978-1-59718-379-6 |
| Pages: | 135 |
Suggested citation
StataCorp. 2023. Stata 18 Finite Mixture Models Reference Manual. College Station, TX: Stata Press.
Supplemental materials
Table of contents
| fmm intro | Introduction to finite mixture models |
| fmm estimation | Fitting finite mixture models |
| fmm | Finite mixture models using the fmm prefix |
| fmm: betareg | Finite mixtures of beta regression models |
| fmm: cloglog | Finite mixtures of complementary log—log regression models |
| fmm: glm | Finite mixtures of generalized linear regression models |
| fmm: intreg | Finite mixtures of interval regression models |
| fmm: ivregress | Finite mixtures of linear regression models with endogenous covariates |
| fmm: logit | Finite mixtures of logistic regression models |
| fmm: mlogit | Finite mixtures of multinomial (polytomous) logistic regression models |
| fmm: nbreg | Finite mixtures of negative binomial regression models |
| fmm: ologit | Finite mixtures of ordered logistic regression models |
| fmm: oprobit | Finite mixtures of ordered probit regression models |
| fmm: pointmass | Finite mixtures models with a density mass at a single point |
| fmm: poisson | Finite mixtures of Poisson regression models |
| fmm: probit | Finite mixtures of probit regression models |
| fmm: regress | Finite mixtures of linear regression models |
| fmm: streg | Finite mixtures of parametric survival models |
| fmm: tobit | Finite mixtures of tobit regression models |
| fmm: tpoisson | Finite mixtures of truncated Poisson regression models |
| fmm: truncreg | Finite mixtures of truncated linear regression models |
| fmm postestimation | Postestimation tools for fmm |
| estat eform | Display exponentiated coefficients |
| estat lcmean | Latent class marginal means |
| estat lcprob | Latent class marginal probabilities |
| Example 1a | Mixture of linear regression models |
| Example 1b | Covariates for class membership |
| Example 1c | Testing coefficients across class models |
| Example 1d | Component-specific covariates |
| Example 2 | Mixture of Poisson regression models |
| Example 3 | Zero-inflated models |
| Example 4 | Mixture cure models for survival data |
| Glossary | |
| Combined author index | |
| Combined subject index | |
