About me
- Adi Cilik Pierewan
- Data enthusiast
- Lecturer at Universitas Negeri Yogyakarta
- Research Consultant at INOVASI
About the course
- The course is divided into two parts: theoretical and practical.
- In the theoretical section, we discuss the theoretical assumption and underlying multilevel model.
- In the practical section, we explore, dive, and estimate the multilevel model.
- The course will focus on the two-level linear model as a template to illustrate the issues of specification, estimation, and inference.
- Although each lesson includes guided exercises using R, no prior knowledge of R is required.
Course approach
- Learn the intuition of modeling
- Hands-on experience
- Worked example
Structure
- Regression
- Why MLM?
- Hands-on Null Model
- Random Intercept
- Hands-on Random Intercept
- Random Slope
- Hands-on Random Slope