Microeconometrics: Methods and Applications

This book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and panel data.\n\nThe book is oriented to the practitioner. A basic understanding of the linear regression model with matrix algebra is assumed. The text can be used for a microeconometrics course, typically a second-year economics Ph D course; for data-oriented applied microeconometrics field courses; and as a reference work for graduate students and applied researchers who wish to fill in gaps in their toolkit. Distinguishing features of the book include emphasis on nonlinear models and robust inference, simulation-based estimation, and problems of complex survey data. The book makes frequent use of numerical examples based on generated data to illustrate the key models and methods. More substantially, it systematically integrates into the text empirical illustrations based on seven large and exceptionally rich data sets. Additional ISBNs 9781280202964|9780511125539|9780511567896, 1280202963|0511125534|0511567898, 9780521848053|9781107386129, 0521848059|1107386128Microeconometrics: Methods and Applications 1st Edition by Cameron/Trivedi and Publisher Cambridge University Press. ISBN: 978-0-521-84805-3, 9781107386129, 1107386128. The print version of this textbook is ISBN: 9780521848053, 0521848059.