Sounak Chakraborty

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
BayesMultiomics: An R Package for Bayesian Shrinkage Models for Integration and Analysis of Multi-Platform High-Dimensional Genomics Data.
Stat. Anal. Data Min.
Mansoo Cho, Tanujit Dey, Hao Xue, Sounak Chakraborty
2024 J jnl
Bayesian shrinkage models for integration and analysis of multiplatform high-dimensional genomics data.
Stat. Anal. Data Min.
Hao Xue, Sounak Chakraborty, Tanujit Dey
2021 J jnl
Lag time between state-level policy interventions and change points in COVID-19 outcomes in the United States.
Patterns
Tanujit Dey, Jaechoul Lee, Sounak Chakraborty, Jay Chandra, Anushka Bhaskar, Kenneth Zhang, Anchal Bhaskar, Francesca Dominici
2019 J jnl
A graph Laplacian prior for Bayesian variable selection and grouping.
Comput. Stat. Data Anal.
Sounak Chakraborty, Aurélie C. Lozano
2018 J jnl
Heritable genotype contrast mining reveals novel gene associations specific to autism subgroups.
J. Biomed. Informatics
Matthew Spencer, Nicole Takahashi, Sounak Chakraborty, Judith H. Miles, Chi-Ren Shyu
2017 J jnl
Bayesian kernel machine models for testing genetic pathway effects in prostate cancer prognosis.
Stat. Anal. Data Min.
Chang Xu, Sounak Chakraborty
2017 J jnl
Variable selection for high-dimensional genomic data with censored outcomes using group lasso prior.
Comput. Stat. Data Anal.
Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun
2015 J jnl
Survival prediction and variable selection with simultaneous shrinkage and grouping priors.
Stat. Anal. Data Min.
Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun
2012 J jnl
Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy.
Comput. Stat. Data Anal.
Sounak Chakraborty
2012 J jnl
Bayesian nonlinear regression for large p small n problems.
J. Multivar. Anal.
Sounak Chakraborty, Malay Ghosh, Bani K. Mallick
2011 J jnl
A Bayesian hybrid Huberized support vector machine and its applications in high-dimensional medical data.
Comput. Stat. Data Anal.
Sounak Chakraborty, Ruixin Guo
2011 J jnl
Predicting disease risks from highly imbalanced data using random forest.
BMC Medical Informatics Decis. Mak.
Mohammad Khalilia, Sounak Chakraborty, Mihail Popescu
2010 J jnl
Bayesian adaptive nearest neighbor.
Stat. Anal. Data Min.
Ruixin Guo, Sounak Chakraborty
2009 J jnl
Bayesian binary kernel probit model for microarray based cancer classification and gene selection.
Comput. Stat. Data Anal.
Sounak Chakraborty
2009 J jnl
ComPhy: prokaryotic composite distance phylogenies inferred from whole-genome gene sets.
BMC Bioinform.
Guan Ning Lin, Zhipeng Cai, Guohui Lin, Sounak Chakraborty, Dong Xu
2009 J jnl
Simultaneous cancer classification and gene selection with Bayesian nearest neighbor method: An integrated approach.
Comput. Stat. Data Anal.
Sounak Chakraborty