Justin Petrovich, PhD

Publications:

Davis, Z., Petrovich, J. A Functional Covid Recovery: Applying Functional Data Analysis to the Post-Covid Economic Recovery. In preparation.

Taoufik, B., Petrovich, J., & Kim, S. Functional Data Analysis for Dose Finding Studies. Submitted (2024).

Petrovich, J., Taoufik, B., Davis, Z. (2023). Functional Concurrent Regression with Instrumental Variables. Journal of Applied Statistics, 51(8), 1570–1589. https://doi.org/10.1080/02664763.2023.2229968.

Rallis, B. A., Petrovich, J., Scofield, B. E., Kim, Sangsun, Locke, B. (2023). A Comparison of Treatment Response Between College Students with and without Suicide Risk at University College Counseling Centers. Cogent Mental Health, 2(1), 1–27. https://doi.org/10.1080/28324765.2023.2169583.

Petrovich, J., Reimherr, M., & Daymont, C. (2022). Highly Irregular Functional Generalized Linear Regression with Electronic Health Records. Journal of the Royal Statistical Society: Series C (Applied Statistics), 71(4), 806–833. https://doi.org/10.1111/rssc.12556.

Hayes, J. A., Petrovich, J., Janis, R. A., Yang, Y., Castonguay, L. G., Locke, B. D. (2020). Suicide among College Students in Psychotherapy: Individual Predictors and Latent Classes. Journal of Counseling Psychology, 67(1), 104–114. http://dx.doi.org/10.1037/cou0000384

Dziak, J., Coffman, D., Reimherr, M., Petrovich, J., Li, R., Shiffman, S., and Shiyko, M. (2019). Scalar-on-Function Regression for Predicting Distal Outcomes from Intensively Gathered Longitudinal Data: Interpretability for Applied Scientists. Statistics Surveys, 13, 150–180. https://doi.org/10.1214/19-SS126

Petrovich, J. and Reimherr, M. (2017). Asymptotic Properties of Principal Component Projections with Repeated Eigenvalues. Statistics and Probability Letters, 130, 42–48. https://doi.org/10.1016/j.spl.2017.07.004

Essays and other scholarly work:

Petrovich, J. (2023). Book Review of Wild Problems: A Guide to the Decisions that Define Us, by Russ Roberts, in Conversatio, 3, 142-145.

Petrovich, J. (2021). Uncertainty is Beautiful. Conversatio, 1, 62-67. 4

Technical reports:

Molded Case Circuit Breaker Testing Programs: Investigating 10% Sampling and Time-Based Maintenance Programs. EPRI, Palo Alto, CA: 2023. 3002026364.