Publications
Pre-prints & Working Papers
- Deshpande, S.K. (2022+). "A new BART prior for flexible modeling with categorical predictors." arXiv preprint arXiv:2211.04459
[preprint] [more info] - Kokandakar, A.H., Kang, H., and Deshpande, S.K. (2022+). "Sensitivity of Bayesian causal forests to modeling choices: A re-analysis of the 2022 ACIC Data Challenge." arXiv preprint arXiv:2210.02020
[preprint] [more info] - Shen, Y., and Deshpande, S.K. (2022+). "On the posterior contraction of the multivariate spike-and-slab LASSO." arXiv preprint arXiv:2209.04389
[preprint] [more info] - Shen, Y., Solís-Lemus, C., and Deshpande, S.K. (2022+). "Sparse Gaussian chain graphs with the spike-and-slab LASSO: Algorithms and asymptotics." arXiv preprint arXiv:2207.07020
[preprint] [more info] - Deshpande, S.K., Bai, R., Balocchi, C., Starling, J.E., and J. Weiss (2020). "VCBART: Bayesian trees for varying coefficients."
[preprint] [more info]
Peer-reviewed Publications
- Balocchi, C., Deshpande, S.K., George, E.I., and Jensen, S.T. (2022). "Crime in Philadelphia: Bayesian clustering with particle optimization." Journal of the American Statistical Association
[paper] [preprint] [more info] - Trippe, B.L., Deshpande, S.K., and Broderick, T. (2022). "Confidentally comparing estimators with the c-value." Journal of the American Statistical Association .
[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.
[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]
