Microeconometrics using Stata

Microeconometrics using Stata

by Cameron, A. Colin, (Adrian Colin)

Type Book
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"Microeconometrics Using Strata, 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 nonlinea…

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Title Statements

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

Summary

"Microeconometrics Using Strata, 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"--

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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 : : illustrations ; : 24 cm

Edition Identifiers

  • ISBN:9781597183598, 1597183598, 9781597183611, 159718361X, 9781597183628, 1597183628
  • oclc:on1337611806
  • LC Classification:HB139
  • Dewey Decimal:330.01/5195

Subjects

Econometrics -- Computer programs Economics Microeconomics -- Econometric models Stata

Writers

Cameron, A. Colin, (Adrian Colin) Trivedi, P. K.

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