Multilevel Modeling
This course covers basic principles of data analysis involving multiple levels of membership, including basic research principles in multilevel modeling, hierarchical linear modeling, moderation, longitudinal designs, and missing data .
Note
The articles written in English have blue links or blue table cells. The articles written in Thai have red links or red table cells.
Fall 2019 (Intro to Multilevel Modeling; Graduate, CU)
Lecture Material Archive
Topics | Materials |
---|---|
Interpreting Regression Models and Basic Multilevel Models | PowerPoint (2013). |
Interpreting Multilevel Models with Centering | PowerPoint (2013). |
Interpreting Interactions in Multilevel Models | PowerPoint (2013). |
Interpreting Multilevel Models for Longitudinal Data | PowerPoint (2013). |
Using R for Multilevel Models | Paper (2013). Data set (2013). R script (2013). Supplemental Material for Interpreting Multivariate Growth Curve Model (2013). |