Cameron C.A., Trivedi P.K. Microeconometrics Using Stata. Volume I: Cross-Sectional and Panel Regression Models

2nd edition. — Stata Press, 2022. — 1359 p. — ISBN: 978-1-59718-363-5.Microeconometrics Using Stata, Second Edition is an invaluable reference for researchers and students interested in applied microeconometric methods. Like previous editions, this text covers all the classic microeconometric techniques ranging from linear models to instrumental-variables regression to panel-data estimation to nonlinear models such as probit, Tobit, Poisson, and choice models. Each of these discussions has been updated to show the most modern implementation in Stata and may include an additional explanation of the underlying methods. In addition, the authors introduce readers to performing simulations in Stata and then use simulations to illustrate methods in other parts of the book. They even teach you how to code your estimators in Stata. The second edition is greatly expanded — the new material is so extensive that the text now comprises two volumes. In addition to the classics, the book now teaches recently developed econometric methods and the methods newly added to Stata. Anyone interested in learning classic and modern econometric methods will find this the perfect companion. And those who apply these methods to their data will return to this reference over and over as they need to implement the various techniques described in this book.Stata basics.
Data management and graphics.
Linear regression basics.
Linear regression extensions.
Simulation.
Linear regression with correlated errors.
Linear instrumental-variables regression.
Linear panel-data models: Basics.
Linear panel-data models: Extensions.
Introduction to nonlinear regression.
Tests of hypotheses and model specification.
Bootstrap methods.
Nonlinear regression methods.
Flexible regression: Finite mixtures and nonparametric.
Quantile regression.