Introduction to econometrics

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I. INTRODUCTION AND REVIEW

Economic Questions and Data

Review of Probability

Review of Statistics

II. FUNDAMENTALS OF REGRESSION ANALYSIS

Linear Regression with One Regressor

Linear Regression with Multiple Regressors

Nonlinear Regression Functions

Assessing Studies Based on Multiple Regression

III. FURTHER TOPICS IN REGRESSION ANALYSIS

Regression with Panel Data

Regression with a Binary Dependent Variable

Instrumental Variables Regression

Experiments and Quasi-Experiments

IV. REGRESSION ANALYSIS OF ECONOMIC TIME SERIES DATA

Introduction to Time Series Regression and Forecasting Estimation of Dynamic Causal Effects

Additional Topics in Time Series Regression

V. THE ECONOMETRIC THEORY OF REGRESSION ANALYSIS

The Theory of Linear Regression with One Regressor The Theory of Multiple Regression

REFERENCES

APPENDIX : Statistical Tables