Multilevel Modeling
Intermediate
Online
3 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 2436 | yes | Coursera |
The Syllabus
Reading
- Errata
Videos
- Why we need Multi Level Analysis
- My First Multilevel Model
- Multiple Regression in R1
- Multilevel Regression in R
Practice Exercise
- Intro to (Multilevel) Regression
Videos
- Multilevel Models with Random Slopes
- Cross-level Interactions
- Methodological Considerations: (Dis)Aggregation
- Methodological Considerations: Centering
- Random Slopes in R
- Cross-level Interactions in R
Practice Exercise
- Random Slopes, Cross-level Interactions, and Centering
Videos
- Steps of a Multilevel Analysis
- Steps of a Multilevel Analysis in R
Practice Exercise
- Steps of a Multilevel Analysis