| Document Type
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BL
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| Record Number
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1044745
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| Doc. No
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b799115
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| Main Entry
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Frees, Edward W.
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| Title & Author
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Longitudinal and panel data : : analysis and applications in the social sciences /\ Edward W. Frees.
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| Publication Statement
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Cambridge, UK ;New York :: Cambridge University Press,, 2004.
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| Page. NO
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1 online resource (xvi, 467 pages) :: illustrations
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| ISBN
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0511211694
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: 0511213468
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: 0511215274
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: 0511217064
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: 0511315694
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: 0511790929
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: 0521535387
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: 0521828287
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: 1107147549
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: 1280540508
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: 6610540500
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: 9780511211690
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: 9780511213465
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: 9780511215278
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: 9780511217067
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: 9780511315695
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: 9780511790928
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: 9780521535380
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: 9780521828284
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: 9781107147546
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: 9781280540509
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: 9786610540501
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0511211694
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0521535387
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0521828287
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| Bibliographies/Indexes
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Includes bibliographical references (pages 451-462) and index.
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| Contents
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1. Introduction -- Part I. Linear Models: 2. Fixed Effects Models -- 3. Models with Random Effects -- 4. Prediction and Bayesian Inference -- 5. Multilevel Models -- 6. Random Regressors: 7. Modeling Issues -- 8. Dynamic Models -- Part II. Nonlinear 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. Kalman Filter Appendix -- E. Symbols and Notation -- F. Selected Longitudinal and Panel Data Sets.
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| Abstract
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This focuses on models and data that arise from repeated observations of a cross-section of individuals, households or companies. These models have found 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 graduate social science students as well as individual researchers. He emphasizes mathematical and statistical fundamentals but also describes substantive applications from across the social sciences, showing the breadth and scope that these models enjoy. The applications are enhanced by real-world data sets and software programs in SAS and Stata.
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| Subject
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Longitudinal method.
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Panel analysis.
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Social sciences-- Mathematical models.
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Social sciences-- Research-- Statistical methods.
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Social sciences-- Statistical methods.
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Méthode longitudinale.
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Panel (Psychologie sociale)
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Sciences sociales-- Méthodes statistiques.
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Sciences sociales-- Modèles mathématiques.
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Sciences sociales-- Recherche-- Méthodes statistiques.
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Ciências sociais (pesquisa;métodos estatísticos)
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Empirische Sozialforschung
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Längsschnittuntersuchung
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Longitudinal method.
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Panel analysis.
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Panelanalyse
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SOCIAL SCIENCE-- Methodology.
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SOCIAL SCIENCE-- Research.
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Social sciences-- Mathematical models.
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Social sciences-- Research-- Statistical methods.
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Social sciences-- Statistical methods.
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Social Sciences.
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Statistics - General.
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Data-analyse.
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Longitudinaal onderzoek.
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Panelanalyse.
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| Dewey Classification
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300/.72/7
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| LC Classification
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HA29.F6816 2004eb
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| NLM classification
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31.73bcl
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MR 2100rvk
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QH 244rvk
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