Selected resources from my teaching are provided here.
Five statistics modules aimed to provide students in introductory statistics courses with a more simulation-based, hands-on learning approach to a variety of concepts.
Shinylive prototype to allow students an infinite number of trials for practicing t-test calculations. Can also be used for evaluating consequences of assumption violations (e.g., heteroscedasticity) with repeated trials.
Shinylive prototype to allow students an infinite number of trials for practicing one-way ANOVA calculations. Can also be used for evaluating consequences of assumption violations (e.g., heteroscedasticity) with repeated trials.
Shiny application for visualizing various parameterizations of polytomous item response models with a logit link function: Several versions of the generalized partial credit model, partial credit model, rating scale model, and the graded response model.
Workshop at the 2024 annual convention of the Canadian Psychological Association on the detection of survey bots.
Updated a tutorial on within-person (1-1-1) mediation analysis on the Penn State / QuantDev website originally by Nilam Ram. This tutorial baiscally replicates analyses from Bolger & Laurenceau’s (2013) book on Intensive Longitudinal Methods.
An old tutorial that introduced a few methods that I studied and published on in the early 2010’s. Contains instruction and source code to these programs and may still be useful for doing analyses from published research papers.
