The Econometrics of Panel Data: A Handbook of the Theory with Applications by Laszlo Matyas, Patrick Sevestre (Paperback, 2011)

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ISBN-13: 9789401065481, 978-9401065481. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and pro bit models, latent variable models, duration and count data models, incomplete panels and selectivity bias, point processes, and simulation techniques.

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The aim of this volume is to provide a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. Since the pioneering papers by Edwin Kuh (1959), Yair Mundlak (1961), Irving Hoch (1962), and Pietro Balestra and Marc Nerlove (1966), the pooling of cross sections and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate and reliable results than would be achievable by one type of series alone. Over the last 30 years much work has been done: investigation of the properties of the applied estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. These are just some of the problems addressed by this work. In addition, some specific diffi culties associated with the use of panel data, such as attrition, heterogeneity, selectivity bias, pseudo panels etc., have also been explored. The first objective of this book, which takes up Parts I and II, is to give as complete and up-to-date a presentation of these theoretical developments as possible. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and pro bit models, latent variable models, duration and count data models, incomplete panels and selectivity bias, point processes, and simulation techniques.

Product Identifiers

PublisherSpringer
ISBN-139789401065481
eBay Product ID (ePID)176539481

Product Key Features

Number of Pages948 Pages
Publication NameThe Econometrics of Panel Data: a Handbook of the Theory with Applications
LanguageEnglish
SubjectEconomics
Publication Year2011
TypeTextbook
AuthorLaszlo Matyas, Patrick Sevestre
SeriesAdvanced Studies in Theoretical and Applied Econometrics
FormatPaperback

Dimensions

Item Height240 mm
Item Weight1487 g
Item Width160 mm
Volume33

Additional Product Features

EditorLaszlo Matyas, Patrick Sevestre
Country/Region of ManufactureNetherlands

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