Vol. 5: Multilevel Models
Welcome
1 Learning Resources
- 1.1 Introduction
2 Formula Warehouse
3 Example Articles
4 MLM, 2-levels: Pupil Popularity
5 MLM, 3 levels: Nurse’s Stress Intervention
6 MLM, Centering/Scaling: Reading Achievement (2-levels only)
7 MLM, Centering/Scaling: Student Popularity
8 Effect Size: Variance Explained
- 8.1 MLM or LMM
- 8.2 GLMM
9 sjPlot Package
10 MLM, Longitudinal: Autism
11 MLM, Longitudinal: Hedeker & Gibbons - Depression
12 MLM, Longitudinal: Hox ch 5 - student GPA
- 12.1 Background
- 12.2 MLM
13 MLM, Longitudinal: RCT - Exercise and Diet
14 GEE, Continuous Outcome: Beat the Blues
15 GEE, Binary Outcome: Respiratory Illness
16 GEE, Count Outcome: Epilepsy
17 GEE, Count Outcome: Antibiotics for Leprosy
18 GLMM, Binary Outcome: Contraception & Amenorrhea
19 GLMM, Binary Outcome: Muscatine Obesity
20 GLMM, Count Outcome: Bolous
21 Sample Size and Power
References
Published with bookdown

Encyclopedia of Quantitative Methods in R, vol. 5: Multilevel Models

1 Learning Resources

1.1 Introduction

“Multilevel Modeling for Psychologists” (chapter 11) by John B. Nezlek

Full PDF online