Researcher, educator, and I-O psychology professor.

Small N, high stakes: Simulating adverse impact with Bayesian logistic regression analysis and permutation tests

in press

Rowles P. J., Courey K. A., Oswald F. L., & Martín-Raugh M. P. (in press). Small N, high stakes: Simulating adverse impact with Bayesian logistic regression analysis and permutation tests. Organizational Research Methods.

• Bayesian methods
• adverse impact
• small samples
• personnel selection
• simulation

Evaluating the adverse impact ratio and its associated uncertainty: A Bayesian approach

Courey K. A., & Oswald F. L. (2025). Evaluating the adverse impact ratio and its associated uncertainty: A Bayesian approach. Psychology, Public Policy, and Law, 31, 2, 134-146. https://doi.org/10.1037/law0000451

• Bayesian methods
• adverse impact
• simulation

Dealing with small samples disability research: Do not fret, Bayesian analysis is here

Courey K. A., Wu F. Y., Oswald F. L., & Pedroza C. (2024). Dealing with small samples disability research: Do not fret, Bayesian analysis is here. Journal of Rehabilitation Psychology, 69, (4), 335–346. https://doi.org/10.1037/rep0000579

• Bayesian methods
• small samples