Longitudinal and panel data : analysis and applications in the social sciences

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

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 fo...

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Bibliographic Details
Main Author: Frees, Edward W.
Format: eBook
Language:English
Published: Cambridge, UK ; New York : Cambridge University Press, 2004.
Subjects:
Social sciences > Research > Statistical methods.
Longitudinal method.
Panel analysis.
Social sciences > Mathematical models.
Social sciences > Statistical methods.
SOCIAL SCIENCE > Research.
SOCIAL SCIENCE > Methodology.
Longitudinal method
Panel analysis
Social sciences > Mathematical models
Social sciences > Research > Statistical methods
Social sciences > Statistical methods
Empirische Sozialforschung
Längsschnittuntersuchung
Panelanalyse
Longitudinaal onderzoek.
Panelanalyse.
Data-analyse.
Ciências sociais (pesquisa;métodos estatísticos)
Electronic book.
Online Access:Click for online access
Table of 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.

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