• Clustered Data
  • Introduction
    • What approach to use?
    • Preliminaries
      • Things to note
  • Getting Started
  • Ignore Data Dependency
    • Pros
    • Cons
  • Model Every Group
    • Pros
    • Cons
  • Cluster Robust Variances
    • Pros
    • Cons
  • A Survey Approach
    • Pros
    • Cons
  • Fixed Effects Models
    • Pros
    • Cons
  • Mixed Models
    • Pros
    • Cons
  • Generalized Estimating Equations
    • Pros
    • Cons
  • Latent Growth Curve
    • Pros
    • Cons
  • Summary
    • Fixed Effects
    • Variance estimates
    • Conclusion
  • References
    • Robust SE
    • Fixed effects and ‘panel’ data models
    • Mixed models
    • GEE
    • Growth Curve Models
    • Survey Analysis
    • Comparison/Issues
  • MC logo

Clustered Data

Clustered Data

Michael Clark m-clark.github.io University of Michigan: CSCAR University of Michigan: Advanced Research Computing

2018-09-16