Education research using Stan

Tutorials


  • Multilevel Logistic Models using Rstanarm  

  • Multilevel Linear Models using Rstanarm   (Abstract)

  • Two-Parameter Logistic Item Response Model   (Abstract)

  • Case Studies


    Causal Inference

    Item Response Theory Models

    Binary

    Polytomous

    Cognitive Diagnosis Models

    R packages


    Publications


    Stan Language/Interfaces

    Item Response Theory

    Cognitive Diagnosis Models

    Multilevel Modeling

    Causal Inference

    Cognitive Diagnosis Models

    Item Response Theory

    Structural Equation Modeling

    Model Assessment/Comparison

    Methodological: Other

    Applied

    Books

    If you know further publications, please contact Sophia Rabe-Hesketh (sophiarh@berkeley.edu).