Research Catalog

Title

Longitudinal and panel data : analysis and applications in the social sciences / Edward W. Frees.

Author

Frees, Edward W.

Publication

Cambridge, UK ; New York : Cambridge University Press, 2004.

Items in the Library & Off-site

Details

Description

xvi, 467 pages : illustrations; 24 cm

Subject

• Social sciences > Research > Statistical methods
• Longitudinal method
• Panel analysis
• Social sciences > Mathematical models
• Social sciences > Statistical methods
• Longitudinal Studies
• Longitudinal method
• Panel analysis
• Social sciences > Mathematical models
• Social sciences > Research > Statistical methods
• Social sciences > Statistical methods
• Empirische Sozialforschung
• Längsschnittuntersuchung
• Panelanalyse
• Sozialwissenschaften
• Statistik
• Longitudinaal onderzoek
• Panelanalyse
• Data-analyse
• Ciências sociais (pesquisa;métodos estatísticos)

Bibliography (note)

• Includes bibliographical references (p. 451-462) and index.

Contents

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.

ISBN

• 0521828287
• 9780521828284
• 0521535387
• 9780521535380

LCCN

• 2004043583
• 9780521535380

OCLC

• ocm54374722
• 54374722
• SCSB-1356621

Owning Institutions

Princeton University Library