Publications
You can also find my articles on Google Scholar.
Pre-prints & working papers
- Nguyen, P-H.V., Yee, R., Deshpande, S.K. (2024+). "Oblique Bayesian additive regression trees."
[preprint] [more info] - Yee, R., Ghosh, S., and Deshpande, S.K. (2024+). "Scalable piecewise smoothing with BART."
[preprint] [more info] - Brill, R.S., Yee, R., Deshpande, S.K., and Wyner, A.J. (2024+). "Moving from machine learning to Statistics: The case of expected points in American football."
[preprint] [more info] - Fisher, J.D., Puelz, D.W., and Deshpande, S.K. (2024+). "A Bayesian classification tree approach to treatment effect variation with noncompliance."
[preprint] [more info] - Shen, Y., and Deshpande, S.K. (2024+). "Posterior contraction and uncertainty quantification for the multivariate spike-and-slab LASSO."
[preprint] [more info]
Peer-reviewed Publications
- Kokandakar, A.H., Lin, Y., Jin, S., Weiss, J., Rabinowitz, A.R., May, R.A.B., Small, D.S., and Deshpande, S.K. (2024). "Adolescent sports participation and health in early adulthood: An observational study." Youth & Society
[preprint] [more info] - Deshpande, S.K. (2024). "flexBART: Flexible Bayesian regression trees with categorical predictors." Journal of Computational and Graphical Statistics
[paper] [preprint] [more info] - Deshpande, S.K., Bai, R., Balocchi, C., Starling, J.E., and Weiss, J. (2024+). "VCBART: Bayesian trees for varying coefficients." Bayesian Analysis
[paper] [preprint] [more info] - Trippe, B.L., Deshpande, S.K., and Broderick, T. (2024). "Confidentally comparing estimators with the c-value." Journal of the American Statistical Association . 119(546):989--994.
[paper] [preprint] [more info] - Shen, Y., Solís-Lemus, C., and Deshpande, S.K. (2024). "Estimating sparse direct effects in multivariate regression with the spike-and-slab LASSO." Bayesian Analysis
[paper] [preprint] [more info] - Alexandr, Y., Bakenhus, M., Curiel, M, Deshpande, S.K., Gross, E., Gu, Y., Johnson, J., Kagy, B., Karwa, V., Li, J., Lyu, H., Petrovic, S., Rodriguez, J.I. (2024). "New directions in algebraic statistics: Three challenges from 2023." Algebraic Statistics. 15(2):357--382.
[paper] [preprint] [more info] - Deshpande, S.K., Ghosh, S., Nguyen, T.D., and Broderick T. (2024). "Are you using test log-likelihood correctly?" Transactions on Machine Learning Research
[paper] [preprint] [more info] - Kokandakar, A.H., Lin, Y., Jin, S., Weiss, J., Rabinowitz, A.R., May, R.A.B., Small, D.S., and Deshpande, S.K.(2024). "Pre-analysis protocol for an observational study on the effects of adolescent sports participation on health in early adulthood." Observational Studies
[preprint] [more info] - Yee,R. and Deshpande, S.K. (2023). "Evaluating plate discipline in Major League Baseball with Bayesian additive regression trees." Journal of Quantitative Analysis in Sports.
[paper] [preprint] [more info] - Smoliga, J.M., Deshpande, S.K., Binney, Z.O. (2023). "Interaction of surface type, temperature, and week of season on concussion risk in the National Football League: A Bayesian analysis" Epidemiology
[paper] [preprint] [more info] - Brill, R.S., Deshpande, S.K., and Wyner, A.J. (2023). "A Bayesian analysis of the time through the order penalty in baseball." Journal of Quantitative Analysis in Sports
[paper] [preprint] [more info] - Kokandakar, A.H., Kang, H., and Deshpande, S.K. (2023). "Bayesian causal forests and the 2022 ACIC Data Challenge: Scalability and sensitivity." Observational Studies. 9(3):29--41.
[paper] [preprint] [more info] - Balocchi, C., Deshpande, S.K., George, E.I., and Jensen, S.T. (2023). "Crime in Philadelphia: Bayesian clustering with particle optimization." Journal of the American Statistical Association 118(542): 818--829.
[paper] [preprint] [more info] - Lin, Y., Heng, S., Anand, S., Deshpande, S.K., and Small, D.S. (2022) "Hemoglobin levels among male agricultural workers: Analyses from the Demographic and Health Surveys to investigate a marker for chronic kideny disease of uncertain etiology." Journal of Occupational and Environmental Medicine. 64(12):e805--e810
[paper] [preprint] [more info] - Stephenson, W.T., Ghosh, S., Nguyen, T.D., Yurochkin, M, Deshpande, S.K., and Broderick, T. (2022). "Measuring the robustness of Gaussian processes to kernel choice." Proceedings of the 25th International Conference on Artificial Intelligence and Statistics, PMLR 151:3308-3331.
[paper] [preprint] [more info] - Jin, S., Rabinowitz, A.J., Weiss, J. Deshpande, S.K., Gupta, N, May, R.A.B., and Small, D.S. (2021). "Retrospective survey of youth sports participation: development and assessment of reliability using school records." PLOS ONE 16(9): e0257487.
[paper] [more info] - Weiss, J., Rabinowitz, A.R., Deshpande, S.K., Hasegawa, R.B., and Small, D.S. (2021). "Participation in collision sports and cognitive aging among Swedish Twins." American Journal of Epidemiology. 190(12):2604--2611.
[paper] [preprint] [more info] - Ghosh, S., Stephenson, W.T., Nguyen, T.D., Deshpande, S.K., and Broderick T. (2020). "Approximate cross-validiation for structured models." Advances in Neural Information Processing Systems, 33:8741--8752.
[paper] [preprint] [more info] - Hasegawa, R.B., Deshpande, S.K., Small, D.S., Rosenbaum, P.R. (2020). "Causal inference with two versions of treatment." Journal of Educational and Behavioral Statistics . 45(4): 426--445.
[paper] [preprint] [more info] - Deshpande, S.K., Hasegawa, R.B., Weiss, J., and Small, D.S. (2020). "The association between football participation in adolescence and mental health in early adulthood" PLOS ONE 15(3): 1 -- 14.
[paper] [preprint] [more info] - Gaulton, T.G., Deshpande, S.K., Small, D.S., and Neuman, M.D. (2020). "Observational study of the association between participation in high school football and self-rated health, obesity, and pain in adulthood." American Journal of Epidemiology. 186(6): 592 -- 601.
[paper] [preprint] [more info] - Deshpande, S.K. and Evans, K.E. (2019). "Expected hypothetical completion probability." Journal of Quantitative Analysis in Sports. 16(2): 85 -- 94
[paper] [preprint] [more info] - Deshpande, S.K., Rockova, V., and George, E.I. (2019). "Simultaneous variable and covariance selection with the multivariate spike-and-slab LASSO." Journal of Computational and Graphical Statistics. 28(4): 921--931.
[paper] [preprint] [more info] - Deshpande, S.K. and Wyner, A. (2017). "A hierarchical Bayesian model of pitch framing." Journal of Quantitative Analysis in Sports. 13(3): 95--112.
[paper] [preprint] [more info] - Deshpande, S.K., Hasegawa, R.B., Rabinowitz, A.R., Whyte, J., Roan, C.L., Tabatabaei, A., Baiocchi, M., Karlawish, J.H., Master, C.L., and Small, D.S. (2017). " Association of playing high school football with cognition and mental health later in life " JAMA Neurology . 74(8): 909--918.
[paper] [preprint] [more info] - Deshpande, S.K. and Jensen, S.T., (2016). "Estimating an NBA players impact on his teams chances of winning " Journal of Quantitative Analysis in Sport . 12(2): 51--72.
[paper] [preprint] [more info]