Fixed effects regression models

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...

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Bibliographic Details
Main Author: Allison, Paul D. (Author)
Format: Print Book
Language:English
Published: Los Angeles London New Delhi Singapore Washington DC SAGE [2009]
In: Sage University papers / Quantitative applications in the social sciences (160)
Year: 2009
Online Access: Table of Contents (Publisher)
Availability in Tübingen:Present in Tübingen.
UB: KB 9 E 1435
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Keywords:
Regression Analysis
Social Sciences > Statistical methods
Statistik
Statistische Analyse
Regressionsanalyse
Regressionsmodell
Description
Summary: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
Item Description:Literaturverzeichnis: Seite 113-115
Physical Description:x, 123 Seiten, Diagramme, 22 cm
ISBN:978-0-7619-2497-5
0-7619-2497-3