Analysis of Change: Advanced Techniques in Panel Data Analysis

Abstract

Preface -- Contents -- 1. Introduction -- 2. Models for the Analysis of Categorically-Scored Panel Data -- 3. Causal Log-Linear Modeling with Latent Variables and Missing Data -- 4. The Analysis of Panel Data with Nonmetric Variables: Probit Models and a Heckman Correction for Selectivity Bias -- 5. Linear Panel Analysis of Ordinal Data Using LISREL: Reality or Science Fiction? -- 6. Continuous-Time Dynamic Models for Panel Data -- 7. Nonstationary Longitudinal LISREL Model Estimation from Incomplete Panel Data Using EM and the Kaiman Smoother