Statistics for Psychosocial Research II: Structural Regression
Instructors:
|
Elizabeth Garrett-Mayer Division of Biostatistics, Sidney Kimmel Comprehensive Cancer Center Johns Hopkins University |
Jeannie-Marie Sheppard Leoutsakos Department of Mental Health Bloomberg School of Public Health Johns Hopkins University |
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