Statistics for Psychosocial Research II:  Structural Regression

Instructors:

Elizabeth Garrett-Mayer Division of Biostatistics, Sidney Kimmel Comprehensive Cancer Center Johns Hopkins University esg@jhu.edu

Jeannie-Marie Sheppard Leoutsakos Department of Mental Health Bloomberg School of Public Health Johns Hopkins University jsheppar@jhsph.edu

Syllabus

Lectures

Date	Topic	Instructor
M Oct 30	Introduction to Structural Regression	EGM
W Nov 1	Introduction to Path Analysis	JSL
M Nov 6	Examples In Path Analysis	JSL
W Nov 8	Causality I	EGM
M Nov 13	Causality II	EGM
W Nov 15	Regression for Items (extra slide)	EGM
M Nov 20	Intro to SEMs with Latent Variables:  CFA	JSL
W Nov 22	SEMs with Latent Variables	JSL
M Nov 27	Advanced SEM	EGM
W Nov 29	Item Response Theory	JSL
M Dec 4	Intro to Latent Class Regression	EGM
W Dec 6	Latent Class Regression (extra slide)	EGM
M Dec 11	Growth Curve Modeling	Hanno Petras
W Dec 13	SEMs for Genetic Modeling	JSL

Problem Sets and Data

Problem Set 1	Data (amos or stata)	Handout	Answer Key
Problem Set 2	Data (amos or stata)	Handout	Answer Key
Problem Set 3	Data (boys, girls)	Handout	Answer Key

Sample final exam information

Sample exam questions

Answer Key for Sample Questions

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