Analysis of panel data / / Cheng Hsiao [[electronic resource]]

• Record Nr.: UNINA9910783113403321
• Autore: Hsiao Cheng <1943->
• Pubbl/distr/stampa: Cambridge : , : Cambridge University Press, , 2003
• ISBN: 1-316-08580-5; 1-280-16297-X; 0-511-06140-4; 0-511-12101-6; 1-139-14866-4; 0-511-05507-2; 0-511-32657-2; 0-511-75420-5; 0-511-06986-3
• Edizione: [Second edition.]
• Descrizione fisica: 1 online resource (xiv, 366 pages) : digital, PDF file(s)
• Collana: Econometric Society monographs ; ; 34
• Disciplina: 330/.01/5195
• Soggetti: Econometrics; Panel analysis; Analysis of variance
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Title from publisher's bibliographic system (viewed on 05 Oct 2015).
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Cover; Half-title; Series-title; Title; Copyright; Dedication; Contents; Preface to the Second Edition; Preface to the First Edition; CHAPTER 1 Introduction; CHAPTER 2 Analysis of Covariance; CHAPTER 3 Simple Regression with Variable Intercepts; CHAPTER 4 Dynamic Models with Variable Intercepts; CHAPTER 5 Simultaneous-Equations Models; CHAPTER 6 Variable-Coefficient Models; CHAPTER 7 Discrete Data; CHAPTER 8 Truncated and Censored Data; CHAPTER 9 Incomplete Panel Data; CHAPTER 10 Miscellaneous Topics; CHAPTER 11 A Summary View; Notes; References; Author Index; Subject Index
• Sommario/riassunto: Panel data models have become increasingly popular among applied researchers due to their heightened capacity for capturing the complexity of human behavior as compared to cross-sectional or time series data models. As a consequence, richer panel data sets also have ; become increasingly available. This 2003 second edition is a substantial revision of the highly successful first edition of 1986. Advances in panel data research are presented in a rigorous and accessible manner and are carefully integrated with the older material. The thorough discussion of theory and the judicious use of empirical examples make this book useful to graduate students and advanced researchers in economics, business, sociology, political science, etc. Other specific revisions include the introduction of the notion of strict exogeneity with estimators presented in a generalized method of moments framework, the notion of incidental parameters, more intuitive explanations of pairwise trimming, and discussion of sample selection dynamic panel models.