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Longitudinal and Panel Data : = Anal...
~
Frees, Edward W.
Longitudinal and Panel Data : = Analysis and Applications in the Social Sciences.
Record Type:
Electronic resources : Monograph/item
Title/Author:
Longitudinal and Panel Data :/
Reminder of title:
Analysis and Applications in the Social Sciences.
Author:
Frees, Edward W.
Published:
Cambridge :Cambridge University Press, : 2004.,
Description:
485 p.
Subject:
Social sciences. -
Online resource:
Click here to view book
ISBN:
9780511790928 (electronic bk.)
Longitudinal and Panel Data : = Analysis and Applications in the Social Sciences.
Frees, Edward W.
Longitudinal and Panel Data :
Analysis and Applications in the Social Sciences.[electronic resource]. - Cambridge :Cambridge University Press,2004. - 485 p.
Cover; Half-title; Title; Copyright; Contents; Preface; 1 Introduction; 2 Fixed-Effects Models; 3 Models with Random Effects; 4 Prediction and Bayesian Inference; 5 Multilevel Models; 6 Stochastic Regressors; 7 Modeling Issues; 8 Dynamic Models; 9 Binary Dependent Variables; 10 Generalized Linear Models; 11 Categorical Dependent Variables and Survival Models; Appendix A Elements of Matrix Algebra; Appendix B Normal Distribution; Appendix C Likelihood-Based Inference; Appendix D State Space Model and the Kalman Filter; Appendix E Symbols and Notation
Introduces the subject's foundations at a level suitable for quantitatively oriented graduate social-science students and individual researchers. It emphasizes mathematical and statistical fundamentals and describes substantive applications from across the social sciences, demonstrating the wide scope of the models. Includes real-world data sets and software programs in SAS and Stata.
Electronic reproduction.
Available via World Wide Web.
Mode of access: World Wide Web.
ISBN: 9780511790928 (electronic bk.)Subjects--Topical Terms:
88638
Social sciences.
Index Terms--Genre/Form:
96803
Electronic books.
LC Class. No.: HA29 .F6816 2004eb
Dewey Class. No.: 300/.72/7
Longitudinal and Panel Data : = Analysis and Applications in the Social Sciences.
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Analysis and Applications in the Social Sciences.
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[electronic resource].
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2004.
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Cambridge University Press,
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485 p.
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Cover; Half-title; Title; Copyright; Contents; Preface; 1 Introduction; 2 Fixed-Effects Models; 3 Models with Random Effects; 4 Prediction and Bayesian Inference; 5 Multilevel Models; 6 Stochastic Regressors; 7 Modeling Issues; 8 Dynamic Models; 9 Binary Dependent Variables; 10 Generalized Linear Models; 11 Categorical Dependent Variables and Survival Models; Appendix A Elements of Matrix Algebra; Appendix B Normal Distribution; Appendix C Likelihood-Based Inference; Appendix D State Space Model and the Kalman Filter; Appendix E Symbols and Notation
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Appendix F Selected Longitudinal and Panel Data SetsReferences; Index
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Introduces the subject's foundations at a level suitable for quantitatively oriented graduate social-science students and individual researchers. It emphasizes mathematical and statistical fundamentals and describes substantive applications from across the social sciences, demonstrating the wide scope of the models. Includes real-world data sets and software programs in SAS and Stata.
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Electronic reproduction.
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Available via World Wide Web.
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Social sciences.
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Click here to view book
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http://ebooks.cambridge.org/ebook.jsf?bid=CBO9780511790928
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