Book contents
- Frontmatter
- Dedication
- Contents
- Figures
- Tables
- Preface to the Fourth Edition
- 1 Introduction
- 2 Linear Static Models with Additive Effects
- 3 Dynamic Models with Additive Specific Effects
- 4 Simultaneous-Equations Models
- 5 Dynamic System
- 6 Discrete Data
- 7 Limited Dependent and Sample Selection Models
- 8 Some Nonlinear Models
- 9 Miscellaneous Topics
- 10 Interactive Effects Models
- 11 Spatial Models and Tests for Cross-Sectional Dependence
- 12 Program Evaluation Using Panel Data
- 13 Variable Coefficients Models
- 14 Big Data Analytics
- References
- Author Index
- Subject Index
- Econometric Society Monographs Series
13 - Variable Coefficients Models
Published online by Cambridge University Press: 19 May 2022
Book contents
- Frontmatter
- Dedication
- Contents
- Figures
- Tables
- Preface to the Fourth Edition
- 1 Introduction
- 2 Linear Static Models with Additive Effects
- 3 Dynamic Models with Additive Specific Effects
- 4 Simultaneous-Equations Models
- 5 Dynamic System
- 6 Discrete Data
- 7 Limited Dependent and Sample Selection Models
- 8 Some Nonlinear Models
- 9 Miscellaneous Topics
- 10 Interactive Effects Models
- 11 Spatial Models and Tests for Cross-Sectional Dependence
- 12 Program Evaluation Using Panel Data
- 13 Variable Coefficients Models
- 14 Big Data Analytics
- References
- Author Index
- Subject Index
- Econometric Society Monographs Series
Summary
The motivation for generalizing unobserved heterogeneity of varying parameter models is discussed. Various fixed or random varying parameters across cross-sectional units and over time models together with their respective inference procedures are introduced from both the sampling approach and the Bayesian approach. Issues of correlations between parameter variation and regressors are also discussed.
- Type
- Chapter
- Information
- Analysis of Panel Data , pp. 389 - 439Publisher: Cambridge University PressPrint publication year: 2022