Table of Contents
Part I: Basic Regression Theory
1. The Linear Regression Model
2. Statistical Analysis of the Regression Model
3. Asymptotic Analysis of the Regression Model
Part II: Dynamic Regression Theory
4. Modelling Economic Time Series
5. Principles of Dynamic Modelling
6. Asymptotics for Dynamic Models
7. Estimation and Testing
8. Simultaneous Equations
Part III: Advanced Estimation Theory
9. Optimization Estimators I: Theory
10. Optimization Estimators II: Examples
11. The Method of Maximum Likelihood.
12. Testing Hypotheses.
13. System Estimation.
Part IV: Cointegration Theory:
14 Unit Roots
15. Cointegrating Regression
16. Cointegrated Systems
Part V: Technical Appendices:
A. Matrix Algebra Basics
B. Probability and Distribution Theory
C. The Gaussian Distribution and Its Relatives
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