I. Discrete Response models (2 weeks) - Binary response: Logit and Probit estimations
- Multinomial Response: Multinomial Logit
- Ordered Response: Ordered Logit and Probit
- Bivariate Probit
II. Selection Problem (1 week) III. Endogenous regressors (1 week) - Instrumental variables estimations
IV. Count Data (1 week) - Poisson regression model; Negative binomial model
V. Duration Analysis (1 week) - Parametric and non-parametric estimations: Weibull and Cox proportional hazard models
VI. Panel Data (2 weeks) - Pooled, Random and Fixed Effects estimations for linear and non-linear models
- Unbalanced panels and Sample attrition
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