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Book Cover
E-book
Author Hsiao, Cheng, 1943- author.

Title Analysis of panel data / Cheng Hsiao
Edition Fourth edition
Published Cambridge ; New York, NY : Cambridge University Press, 2022

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Description 1 online resource
Series Econometric Society monographs series
Contents Linear static models with additive effects -- Dynamic models with additive specific effects -- Simultaneous-equations models -- Dynamic system -- Discrete data -- Limited dependent and sample selection models -- Some nonlinear models -- Miscellaneous topics -- Interactive effects models -- Spatial models and tests for cross-sectional dependence -- Program evaluation using panel data -- Variable coefficients models -- Big data analytics
Summary "Now in its fourth edition, this comprehensive introduction to fundamental panel data methodologies provides insights on what is most essential in panel literature. A capstone to the 40-year career of a pioneer of panel data analysis, this new edition's primary contribution will be the coverage of advancements in panel data analysis, a statistical method widely used to analyze two- or higher-dimensional panel data. The topics discussed in early editions have been reorganized and streamlined to comprehensively introduce panel econometric methodologies useful for identifying causal relationships among variables, supported by interdisciplinary examples and case studies. This book, to be featured in Cambridge's Econometric Society Monographs series, has been the leader in the field since the first edition. It is essential reading for researchers, practitioners, and graduate students interested in the analysis of microeconomic behavior"-- Provided by publisher
Bibliography Includes bibliographical references and index
Notes Description based on print version record and CIP data provided by publisher; resource not viewed
Subject Econometrics.
Panel analysis.
Analysis of variance.
Analysis of Variance
BUSINESS & ECONOMICS / Econometrics.
Analysis of variance
Econometrics
Panel analysis
Form Electronic book
LC no. 2021063081
ISBN 9781009057745
100905774X