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Longitudinal and Panel Data :[electr...

Ebooks Corporation.

Longitudinal and Panel Data :[electronic resource].Analysis and Applications in the Social Sciences.

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	300/.72/7
書名/作者:	Longitudinal and Panel Data : : 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.
標題:	Social sciences.
ISBN:	9780511790928 (electronic bk.)
ISBN:	9780521828284 (print)
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
摘要、提要註:	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.
電子資源:	Click here to view book

Longitudinal and Panel Data :[electronic resource].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:

379757
Social sciences.
Index Terms--Genre/Form:

336502
Electronic books.

LC Class. No.: HA29 .F6816 2004eb

Dewey Class. No.: 300/.72/7

Longitudinal and Panel Data :[electronic resource].Analysis and Applications in the Social Sciences.
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505 0 $a 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
505 8 $a Appendix F Selected Longitudinal and Panel Data SetsReferences; Index
520 $a 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.
533 $a Electronic reproduction. $n Available via World Wide Web.
538 $a Mode of access: World Wide Web.
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655 7 $a Electronic books. $2 local $3 336502
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776 1 $z 9780521828284
856 4 0 $z Click here to view book $u http://ebooks.cambridge.org/ebook.jsf?bid=CBO9780511790928

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