Microeconometrics with R

Preface Part 1. The ordinary least square estimator 1. Simple linear regression model 2. Statistical properties of the simple linear estimator 3. Multiple Regression Model 4. Interpretation of the Coefficients Part 2. Beyond the OLS estimator 5. Maximum likelihood estimator 6. Non-spherical disturbances 7. Endogeneity 8. Treatment Effect 9. Spatial econometrics Part 3. Special responses 10. Binomial models 11. Censored and truncated models 12. Count data 13. Duration models 14. Discrete choice models References Indexes