Materials

Unit	Topic	Lecture	Supplementary Materials
Unit 1 – Causal Inference and Econometric Panel Models	Introduction to Panel Analysis and Causal Inference	Lecture 1	Stata Script Data
	Fixed and Random Effects Models	Lecture 2	Stata Script Data
	Hybrid Models	Lecture 3	Stata Script Data
	Dynamic Panel Models	Lecture 4	Stata Script Data
Unit 2 – Structural Equation Panel Models	Introduction to Structural Equation Modeling	Lecture 5	Stata Script Data
	Models with Reciprocal Causality	Lecture 6	Stata Script Data
	Measurement Error Models	Lecture 7	Stata Script Data
	SEM Fixed Effects, Random Effects, and Dynamic Panel Models	Lecture 8	Stata Script Data
Unit 3 – Multilevel Longitudinal Models	Longitudinal Growth and Mixed Models	Lecture 9 Lecture 10	Stata Script Data
	Multilevel Analysis of Repeated Cross-Sectional Data	Lecture 11	Stata Script Data
	Latent Curve Models and Multilevel-SEM Syntheses	Lecture 12	Stata Script Data
Unit 4 – Topics in Longitudinal Analysis	Panel Models for Non-Continuous Dependent Variables	Lecture 13	Stata Script Data
	Longitudinal Mediation Models	–	Stata Script Data
	Models for Panel Attrition	Lecture 14	Stata Script Data