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Longitudinal and Panel Data : = Anal...

Frees, Edward W.

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Longitudinal and Panel Data : = Analysis and Applications in the Social Sciences.

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Longitudinal and Panel Data :/
其他題名:	Analysis and Applications in the Social Sciences.
作者:	Frees, Edward W.
出版者:	Cambridge :Cambridge University Press, : 2004.,
面頁冊數:	485 p.
內容註:	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
內容註:	Appendix F Selected Longitudinal and Panel Data SetsReferences; Index
標題:	Social sciences. -
電子資源:	http://dx.doi.org/10.1017/CBO9780511790928Click 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:

516032
Social sciences.
Index Terms--Genre/Form:

542853
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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