Selected PublicationsÂ
*** indicates a Ph.D. advisee of Sharmistha Guha.
Rodriguez-Acosta, J.***, Guha, S. , Gailliot, S.*** and Williams, A., (2025) Supervised Learning with Inter- and Intra-Dependence in Multilayer Networks with Applications in Security Systems Analysis. Technometrics; DOI: 10.1007/s12021-024-09670-w
Guha, S. and Reiter, J.P., (2025) Differentially Private Estimation of Weighted Average Treatment Effects for Binary Outcomes. Computational Statistics & Data Analysis; DOI: 10.1016/j.csda.2025.108145
Bhavsar, N., Jowers, K., Yang, L. Z., Guha, S., Lin, X., Peskoe, S., McManus, H., McElroy, L., Bravo, M., Reiter, J. P., Whitsel, E., and Timmins, C. (2025) The Association between Long-Term PM2.5 Exposure and Risk for Pancreatic Cancer: An Application of Social Informatics. American Journal of Epidemiology; DOI: 10.1093/aje/kwae271
Guha, S. , Rodriguez-Acosta, J.*** and Dinov, I.D., (2024) A Bayesian Multiplex Graph Classifier of Functional Brain Connectivity Across Diverse Tasks of Cognitive Control. Neuroinformatics (Special Volume on Data Science Methods and Neuroinformatics Applications); DOI: 10.1007/s12021-024-09670-w
Guha, S. and Reiter, J.P., (2024) Regression-assisted Bayesian record linkage for causal inference in observational studies with covariates spread over two files. Journal of Statistical Planning and Inference; DOI: 10.1016/j.jspi.2023.07.004
Guha, S. and Guhaniyogi, R. (2024) Covariate-Dependent Clustering of Undirected Networks with Brain-Imaging Data. Technometrics; DOI: 10.1080/00401706.2024.2321930
Guha, S. and Rodriguez, A. (2023) High-Dimensional Bayesian Network Classification with Network Global-Local Shrinkage Priors. Bayesian Analysis; DOI: 10.1214/23-BA1378
Guha, S., Reiter, J.P. and Mercatanti, A. (2022) Bayesian Causal Inference with Bipartite Record Linkage. Bayesian Analysis; DOI: 10.1214/21-BA1297
Guha, S. and Rodriguez, A. (2021) Bayesian Regression with Undirected Network Predictors with an Application to Brain Connectome Data. Journal of the American Statistical Association; DOI: 10.1080/01621459.2020.1772079
Guha, S. and Guhaniyogi, R. (2021) Bayesian Generalized Sparse Symmetric Tensor-on-Vector Regression. Technometrics; DOI: 10.1080/00401706.2020.1784799
Coombes, B., Basu, S., Guha, S. and Schork, N. (2015) Weighted Score Tests Implementing Model-Averaging Schemes in Detection of Rare Variants in Case-Control Studies. PLoS One; DOI: 10.1371/journal.pone.0139355