MSMR
MSMR
Week 1
1A: Clustered Data
1B: Linear Mixed Models/Multi-level Models
Week 1 Exercises: Intro to MLM
Week 2
2A: Inference for MLM
2B: Logistic MLM | Longitudinal MLM
Week 2 Exercises: Logistic and Longitudinal
Week 3
3A: Polynomial Growth
Week 3 Exercises: Non-Linear Change
Week 4
4A: Random Effect Structures
Week 4 Exercises: Nested and Crossed
Week 5
5A: Model Assumptions
5B: Writing
Week 5 Exercises: Assumptions, Diagnostics, Writing up
Week 7
Week 7 Exercises: PCA & EFA
Week 8
Week 8 Exercises: CFA
Week 9
Week 9 Exercises: Path Analysis & Mediation
Week 10
Week 10 Exercises: Structural Equation Modelling (SEM)
Week 11
Week 11 Exercises: More SEM!
Additional Docs
LM Troubleshooting
Likelihood vs Probability
Data Wrangling for Surveys & Questionnaires
PCA in 3D
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