Bayesian Regression Modeling with rstanarm

DataCamp course introducing Bayesian methods for linear regression using the **rstanarm** package.

Evaluating Model Estimation Processes for Diagnostic Classification Models

PhD dissertation submitted to the School of Education at the University of Kansas.

Soccer Predictions Using Bayesian Mixed Effects Models

Models developed for the prediction of individual games, European domestic leagues, and the UEFA Champions League.


Template for writing theses and dissertations at the University of Kansas using **rmarkdown** and **bookdown**.

Visualizing different levels of compensation in multidimensional item response theory models

This graphic shows the probability of providing a correct response to an item in a multidimensional item response theory (MIRT) model. The colors represent the probability of a correct response, and the contours represent chunk of 10% probability …

Creating an R package for a reproducible workflow in educational assessment

The assessment of individual’s knowledge, skills or abilities is a fundamental aspect of any educational system or program. Without some form of assessment, it is impossible to know whether or not an individual has gained the necessary skills for the …