1 INTRODUCTION

2 STATISTICS REVIEW (I)

3 THE SIMPLE LINEAR REGRESSION MODEL

4 MATRIX ALGEBRA

5 STATISTICS REVIEW (II)

6 THE MULTIPLE LINEAR REGRESSION MODEL

7 MAXIMUM LIKELIHOOD ESTIMATION

8 THE GENERALIZED LEAST SQUARES ESTIMATION

9 AUTOCORRELATED DATA

10 STOCHASTIC REGRESSORS

11 THE GMM ESTIMATION

12 THE PANEL DATA MODEL