EPH 752 Advanced Research Methods

University of Miami | Spring 2026

Hi! I have included links and instructions for my sessions below (Francisco). Please feel free to reach out if you have any questions.

Course Modules

Sessions I

• Software Tools (Feb 6)
  Data interoperability, R-Mplus integration, AI-assisted analysis

• Missing Data (Feb 20)
  MCAR, MAR, MNAR, multiple imputation, FIML

• Monte Carlo Simulation (Feb 27)
  Power analysis, parameter recovery, simulation studies

Sessions II

• Multilevel Models (Mar 20)
  Random effects models, nested data structures

• Dyadic Data Analysis (Mar 27)
  Actor-Partner Interdependence Model, distinguishable dyads

• Causal Inference (Apr 10)
  Observational studies, propensity scores, difference in differences

Contact

Instructors: Francisco Cardozo & Eric C. Brown. TA: Olu

GitHub