Analysis of Change: Advanced Techniques in Panel Data Analysis

Frontmatter -- Preface -- Contents -- 1. Introduction / Engel, Uwe / Reinecke, Jost -- 2. Models for the Analysis of Categorically-Scored Panel Data / McCutcheon, Allan L. -- 3. Causal Log-Linear Modeling with Latent Variables and Missing Data / Vermunt, Jeroen -- 4. The Analysis of Panel Data with Nonmetric Variables: Probit Models and a Heckman Correction for Selectivity Bias / Arminger, Gerhard -- 5. Linear Panel Analysis of Ordinal Data Using LISREL: Reality or Science Fiction? / Kühnel, Steffen -- 6. Continuous-Time Dynamic Models for Panel Data / Singer, Hermann -- 7. Nonstationary Longitudinal LISREL Model Estimation from Incomplete Panel Data Using EM and the Kalman Smoother / Oud, Johan H.L. / Jansen, Robert A.R.G. -- 8. Model Specification and Missing Value Treatment in Panel Data: Testing the Theory of Planned Behavior in a Three-wave Panel Study / Reinecke, Jost / Schmidt, Peter -- 9. Multilevel Models for Longitudinal Data / Yang, Min / Goldstein, Harvey -- 10. Structural Analysis in the Study of Social Change / Engel, Uwe / Meyer, Wolfgang -- 11. Latent Difference Models as Alternatives to Modeling Residuals of Cross-lagged Effects / Schnabel, Kai -- 12. Specification Choices in Longitudinal Stability Estimation: The Case of Values and Macrosocial Stress / Boehnke, Klaus -- Contributors