Sounak Chakraborty - researchr alias

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Viewing Publication 1 - 15 from 15

2024

Bayesian shrinkage models for integration and analysis of multiplatform high-dimensional genomics dataHao Xue, Sounak Chakraborty, Tanujit Dey. sadm, 17(2), April 2024. [doi]

2021

Lag time between state-level policy interventions and change points in COVID-19 outcomes in the United StatesTanujit Dey, Jaechoul Lee, Sounak Chakraborty, Jay Chandra, Anushka Bhaskar, Kenneth Zhang, Anchal Bhaskar, Francesca Dominici. patterns, 2(8):100306, 2021. [doi]

2019

A graph Laplacian prior for Bayesian variable selection and groupingSounak Chakraborty, Aurelie C. Lozano. csda, 136:72-91, 2019. [doi]

2018

Heritable genotype contrast mining reveals novel gene associations specific to autism subgroupsMatthew Spencer, Nicole Takahashi, Sounak Chakraborty, Judith Miles, Chi-Ren Shyu. jbi, 77:50-61, 2018. [doi]

2017

Variable selection for high-dimensional genomic data with censored outcomes using group lasso priorKyu Ha Lee, Sounak Chakraborty, Jianguo Sun. csda, 112:1-13, 2017. [doi]

Bayesian kernel machine models for testing genetic pathway effects in prostate cancer prognosisChang Xu, Sounak Chakraborty. sadm, 10(6):378-392, 2017. [doi]

2015

Survival prediction and variable selection with simultaneous shrinkage and grouping priorsKyu Ha Lee, Sounak Chakraborty, Jianguo Sun. sadm, 8(2):114-127, 2015. [doi]

2012

Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopySounak Chakraborty. csda, 56(9):2742-2755, 2012. [doi]

Bayesian nonlinear regression for large p small n problemsSounak Chakraborty, Malay Ghosh, Bani K. Mallick. ma, 108:28-40, 2012. [doi]

2011

A Bayesian hybrid Huberized support vector machine and its applications in high-dimensional medical dataSounak Chakraborty, Ruixin Guo. csda, 55(3):1342-1356, 2011. [doi]

Predicting disease risks from highly imbalanced data using random forestMohammad Khalilia, Sounak Chakraborty, Mihail Popescu. midm, 11:51, 2011. [doi]

2010

Bayesian adaptive nearest neighborRuixin Guo, Sounak Chakraborty. sadm, 3(2):92-105, 2010. [doi]

2009

Simultaneous cancer classification and gene selection with Bayesian nearest neighbor method: An integrated approachSounak Chakraborty. csda, 53(4):1462-1474, 2009. [doi]

Bayesian binary kernel probit model for microarray based cancer classification and gene selectionSounak Chakraborty. csda, 53(12):4198-4209, 2009. [doi]

ComPhy: prokaryotic composite distance phylogenies inferred from whole-genome gene setsGuan Ning Lin, Zhipeng Cai, Guohui Lin, Sounak Chakraborty, Dong Xu. bmcbi, 10(S-1), 2009. [doi]

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