Microeconometrics using Stata

by Cameron, Adrian Colin

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Title Statements

Full title :Microeconometrics using Stata / A. Colin Cameron, Pravin K. Trivedi.

Summary

« Microeconometrics Using Stata, Second Edition is aimed at both students and researchers of economics and related social science. The first volume is intended to be a self-contained treatment that might also be used as an applied econometrics course text. It focuses on the linear regression model and includes instrumental-variables estimation, random- and fixed-effects models, quantile regression, and analytical and bootstrap inference. It additionally provides a brief introduction to nonlinear regression models. The second volume covers models for binary, multinomial, censored, duration, and count outcomes for both cross-sectional and panel datasets. It then covers causal methods for exogenous and endogenous treatment evaluations, spatial regression, semiparametric methods, machine learning for prediction and for causal inference, and Bayesian methods. » --

Edition Statements

Publication Date:2022
Edition:Second edition

Publication Statements

Publisher(s):Stata Press
Place of Publication:College Station, Texas
Language:eng
Publication Date:2022

The Physical Object

Description:2 volumes (xx, 1675 pages) : : illustrations, graphiques ; : 24 cm

Edition Identifiers

ISBN:9781597183598, 1597183598, 9781597183611, 159718361X, 9781597183628, 1597183628
oclc:on1362534829
LC Classification:HB139

Subjects

Econometrics -- Computer programs Économétrie -- Logiciels Economics Économie politique Microeconomics -- Econometric models Microéconomie -- Modèles économétriques Stata Stata (logiciel)