Materials

Unit	Topic	Lecture	Supplementary Materials
Unit 1 – Models for Dichotomous Dependent Variables	Logit, Probit and the Generalized Linear Model	Lecture 1 Lecture 2	Stata Script Data
	Maximum Likelihood: Estimation and Interpretation	Lecture 3	Stata Script Data
	Issues in the Estimation and Interpretation of Logit and Probit Models	Lecture 4	Stata Script Data
Unit 2 – Models for Ordered, Nominal, Count, and Censored Variables	Ordered Outcomes	Lecture 5	Stata Script Data
	Nominal Outcomes	Lecture 6 Lecture 7 Lecture 8	Stata Script Data
	Count Outcomes	Lecture 9 Lecture 10	Stata Script Data
	Censored Outcomes	Lecture 11	Stata Script Data
Unit 3 – Longitudinal and Multilevel Models	Panel and Multilevel Models for Dichotomous Outcomes	Lecture 12	Stata Script Data
	Panel and Multilevel Models for Ordinal, Nominal and Count Outcomes	Lecture 13	Stata Script Data
Unit 4 – Endogenous Regressor and Sample Selection Models	Sample Selection, Endogenous Regressors and Endogenous Treatment Effects	Lecture 14 Lecture 15	Stata Script Data