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Longitudinal-Data/Panel-Data Reference Manual

Publisher:  Stata Press
Copyright:  2025
ISBN-13:  978-1-59718-450-2
Pages:  697

Suggested citation:
StataCorp. 2025. Stata 19 Longitudinal-Data/Panel-Data Reference Manual. College Station, TX: Stata Press.

Longitudinal-Data/Panel-Data Reference Manual

Supplemental materials

Datasets

An Introduction to Modern Econometrics Using Stata
Christopher F. Baum

Microeconometrics Using Stata, Second Edition
A. Colin Cameron and Pravin K. Trivedi

NetCourse® 471: Introduction to panel data using Stata


Table of contents

Intro Introduction to longitudinal-data/panel-data manual
xt Introduction to xt commands
 
quadchk Check sensitivity of quadrature approximation
 
vce_options Variance estimators
 
xtabond Arellano–Bond linear dynamic panel-data estimation
xtabond postestimation Postestimation tools for xtabond
 
xtcloglog Random-effects and population-averaged cloglog models
xtcloglog postestimation Postestimation tools for xtcloglog
 
xtcointtest Panel-data cointegration tests
 
xtdata Faster specification searches with xt data
 
xtdescribe Describe pattern of xt data
 
xtdidregress Fixed-effects difference-in-differences estimation
 
xtdpd Linear dynamic panel-data estimation
xtdpd postestimation Postestimation tools for xtdpd
 
xtdpdsys Arellano–Bover/Blundell–Bond linear dynamic panel-data estimation
xtdpdsys postestimation Postestimation tools for xtdpdsys
 
xteintreg Extended random-effects interval regression
xteoprobit Extended random-effects ordered probit regression
xteprobit Extended random-effects probit regression
xteregress Extended random-effects linear regression
 
xtfrontier Stochastic frontier models for panel data
xtfrontier postestimation Postestimation tools for xtfrontier
 
xtgee GEE population-averaged panel-data models
xtgee postestimation Postestimation tools for xtgee
 
xtgls Fit panel-data models by using GLS
xtgls postestimation Postestimation tools for xtgls
 
xthdidregress Heterogeneous difference in differences for panel data
 
xtheckman Random-effects regression with sample selection
xtheckman postestimation Postestimation tools for xtheckman
 
xthtaylor Hausman–Taylor estimator for error-components model
xthtaylor postestimation Postestimation tools for xthtaylor
 
xtintreg Random-effects interval-data regression model
xtintreg postestimation Postestimation tools for xtintreg
 
xtivreg Instrumental variables and two-stage least squares for panel-data models
xtivreg postestimation Postestimation tools for xtivreg
 
xtline Panel-data line plots
 
xtlogit Fixed-effects, random-effects, and population-averaged logit models
xtlogit postestimation Postestimation tools for xtlogit
 
xtmlogit Fixed-effects and random-effects multinomial logit models
xtmlogit postestimation Postestimation tools for xtmlogit
 
xtnbreg Fixed-effects, random-effects, and population-averaged negative binomial models
xtnbreg postestimation Postestimation tools for xtnbreg
 
xtologit Random-effects ordered logistic model
xtologit postestimation Postestimation tools for xtologit
 
xtoprobit Random-effects ordered probit model
xtoprobit postestimation Postestimation tools for xtoprobit
 
xtpcse Linear regression with panel-corrected standard errors
xtpcse postestimation Postestimation tools for xtpcse
 
xtpoisson Fixed-effects, random-effects, and population-averaged Poisson models
xtpoisson postestimation Postestimation tools for xtpoisson
 
xtprobit Random-effects and population-averaged probit models
xtprobit postestimation Postestimation tools for xtprobit
 
xtrc Random-coefficients model
xtrc postestimation Postestimation tools for xtrc
 
xtreg Linear models for panel data
xtreg postestimation Postestimation tools for xtreg
 
xtregar Fixed- and random-effects linear models with an AR(1) disturbance
xtregar postestimation Postestimation tools for xtregar
 
xtset Declare data to be panel data
 
xtstreg Random-effects parametric survival models
xtstreg postestimation Postestimation tools for xtstreg
 
xtsum Summarize xt data
 
xttab Tabulate xt data
 
xttobit Random-effects tobit model
xttobit postestimation Postestimation tools for xttobit
 
xtunitroot Panel-data unit-root tests
 
xtvar Panel-data vector autoregressive models
xtvar postestimation Postestimation tools for xtvar
 
Glossary
 
Combined author index
Combined subject index