Wheeler, J. M., Engelhard, G., & Wang, J. (in press) Exploring Rater Accuracy Using Unfolding Models Combined with Topic Models: Incorporating Supervised Latent Dirichlet Allocation. Measurement: Interdisciplinary Research and Perspectives.
Conference Proceedings
Wheeler, J. M., Cohen, A. S., Xiong, J., Lee, J., & Choi, H.-J. (2021) Sample Size for Latent Dirichlet Allocation of Constructed-Response Items. In Wiberg, M., Bockenholt, U., Gonzalez, J., Molenaar, D. & Kim, J.-S. (Editors) Quantitative Psychology: The 85th Annual Meeting of the Psychometric Society.
Kim, S.-H., Duong, E., Mardones, C., Schellman, M., Wheeler, J. M., Xiong, J., Zheng, G., Zor, S., & Cohen, A. S. (2021) Priors in Bayesian Estimation Under the Two-Parameter Logistic Model. In Wiberg, M., Bockenholt, U., Gonzalez, J., Molenaar, D. & Kim, J.-S. (Editors) Quantitative Psychology: The 85th Annual Meeting of the Psychometric Society.
Book Chapters
Shermis, M. D., Cohen, A. S., & Wheeler, J. M. (under review). Test Administration and Scoring. Educational Measurement (5th edition).
Manuscripts In Preparation
Wheeler, J. M., Cohen, A. S., & Wang, S. (under review) Comparison of Latent Semantic Analysis and Latent Dirichlet Allocation in Educational Measurement.
Wheeler, J. M., Raczynski, K., Cohen, A. S., & Engelhard, G. (under review) Using Topic Models to Understand Rater-Mediated Assessments.
Mardones, C., Wheeler, J. M., Cohen, A. S., & Choi, H.-J. (submitted) Model Selection for Latent Dirichlet Allocation with Short Answers.
Wheeler, J. M., Wang, S., Tan, Y., & Cohen, A. S. (in preparation) Textual Data as Process Data: A new scoring procedure to improve ability estimation for mixed format assessments.
Xiong, J., Liu, Q., Wang, S., Wheeler, J. M., & Cohen, A. S. (in preparation) Machine Learning - Assisted Psychometrics: Principles, Challenges, and Applications.