Fixed effects regression models

• Verfasst von: Allison, Paul D. [VerfasserIn]
• Titel: Fixed effects regression models
• Verf.angabe: Paul D. Allison (University of Pennsylvania)
• Verlagsort: Los Angeles ; London ; New Delhi ; Singapore ; Washington DC
• Verlag: SAGE
• E-Jahr: 2009
• Jahr: [2009]
• Umfang: x, 123 Seiten
• Illustrationen: Diagramme
• Format: 22 cm
• Gesamttitel/Reihe: Quantitative applications in the social sciences ; 160
• Fussnoten: Literaturverzeichnis: Seite 113-115
• ISBN: 978-0-7619-2497-5
• ISBN: 0-7619-2497-3
• Schlagwörter: (s)Regressionsmodell
• Schlagwörter: (s)Statistik / (s)Statistische Analyse / (s)Regressionsanalyse
• Sprache: eng
• RVK-Notation: MR 2000
• RVK-Notation: CM 4000
• RVK-Notation: QH 234
• RVK-Notation: MR 2100
• Sach-SW: Regression analysis
• K10plus-PPN: 1619065878

Abstract

1. Introduction -- 2. Linear Fixed Effects Models: Basics -- The Two-Period Case -- Extending the Difference Score Method for the Two-Period Case -- A First-Difference Method for Three or More Periods per Individual -- Dummy Variable Method for Two or More Periods per Individual -- Interactions With Time in the Fixed Effects Method -- Comparison With Random Effects Models -- A Hybrid Method -- 3. Fixed Effects Logistic Models -- The Two-Period Case -- Three or More Periods -- Interactions With Time -- A Hybrid Method -- Methods for More Than Two Categories on the Response Variable -- 4. Fixed Effects Models for Count Data -- Poisson Models for Count Data With Two Periods per Individual -- Poisson Models for Data With More Than Two Periods per Individual -- Fixed Effects Negative Binomial Models for Count Data -- A Hybrid Approach -- 5. Fixed Effects Models for Events History Data -- Cox Regression -- Cox Regression With Fixed Effects -- Some Caveats -- The Hybrid Method for Cox Regression -- Fixed Effects Event History Methods for Nonrepeated Events -- 6. Structural Equation Models With Fixed Effects -- Random Effects as a Latent Variable Model -- Fixed Effects as a Latent Variable Model -- A Compromise Between Fixed Effects and Random Effects -- Reciprocal Effects With Lagged Predictors -- Appendix 1. Stata Programs for Examples in Chapters 2 to 5 -- Appendix 2. Mplus Programs for Examples in Chapter 6