University students often complete evaluations of their courses and instructors. The evaluation tool typically contains questions about the course and the instructor on an ordinal Likert scale. We assess instructor effectiveness while adjusting for known confounders. We present a probit regression model with a latent variable to measure the instructor effectiveness accounting for student specific covariates, such as student grade in the course, high school and university GPA, and ACT score.
College and Department
Physical and Mathematical Sciences; Statistics
BYU ScholarsArchive Citation
Butler, Allison M., "Hierarchical Probit Models for Ordinal Ratings Data" (2011). All Theses and Dissertations. 2656.
Bayesian, probit, ordinal