Longitudinal and Panel Data Analysis and Applications in the Social Sciences

Name: Longitudinal and Panel Data Analysis and Applications in the Social Sciences
Price: 6.67 USD
Availability: InStock
ISBN: 9780521535380

ISBN-10: 0521535387

ISBN-13: 9780521535380

Edition: 2004

Authors: Edward W. Frees

List price: $60.99

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Description:

Focusing on an analysis of models and data that arise from repeated observations of a cross-section of individuals, households or firms, this book also covers important applications within business, economics, education, political science and other social science disciplines. The author introduces the foundations of longitudinal and panel data analysis at a level suitable for quantitatively oriented social science graduate students as well as individual researchers. He emphasizes mathematical and statistical fundamentals but also demonstrates substantive applications from across the social sciences. These applications are enhanced by real-world data sets and software programs in SAS and…

Book details

List price: $60.99
Copyright year: 2004
Publisher: Cambridge University Press
Publication date: 8/16/2004
Binding: Paperback
Pages: 484
Size: 5.98" wide x 9.02" long x 1.06" tall
Weight: 1.430
Language: English




Introduction



Linear Models



Fixed effects models



Models with random effects



Prediction and Bayesian Inference



Multilevel models



Random regressors



Modeling issues



Dynamic models



Nonlinear Models



Binary dependent variables



Generalized linear models



Categorical dependent variables and survival models



Elements of Matrix Algebra



Normal distribution



Likelihood-based inference



Kalman Filter



Symbols and notation



Selected longitudinal and panel data sets



References