Sounak Chakraborty

According to our database, Sounak Chakraborty authored at least 15 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Bayesian shrinkage models for integration and analysis of multiplatform high-dimensional genomics data.

Hao Xue, Sounak Chakraborty, Tanujit Dey

Stat. Anal. Data Min., April, 2024

2021

Lag time between state-level policy interventions and change points in COVID-19 outcomes in the United States.

Tanujit Dey, Jaechoul Lee, Sounak Chakraborty, Jay Chandra, Anushka Bhaskar, Kenneth Zhang, Anchal Bhaskar, Francesca Dominici

Patterns, 2021

2019

A graph Laplacian prior for Bayesian variable selection and grouping.

Sounak Chakraborty, Aurélie C. Lozano

Comput. Stat. Data Anal., 2019

2018

Heritable genotype contrast mining reveals novel gene associations specific to autism subgroups.

Matthew Spencer, Nicole Takahashi, Sounak Chakraborty, Judith H. Miles, Chi-Ren Shyu

J. Biomed. Informatics, 2018

2017

Bayesian kernel machine models for testing genetic pathway effects in prostate cancer prognosis.

Chang Xu, Sounak Chakraborty

Stat. Anal. Data Min., 2017

Variable selection for high-dimensional genomic data with censored outcomes using group lasso prior.

Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun

Comput. Stat. Data Anal., 2017

2015

Survival prediction and variable selection with simultaneous shrinkage and grouping priors.

Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun

Stat. Anal. Data Min., 2015

2012

Bayesian nonlinear regression for large p small n problems.

Sounak Chakraborty, Malay Ghosh, Bani K. Mallick

J. Multivar. Anal., 2012

Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy.

Sounak Chakraborty

Comput. Stat. Data Anal., 2012

2011

Predicting disease risks from highly imbalanced data using random forest.

Mohammad Khalilia, Sounak Chakraborty, Mihail Popescu

BMC Medical Informatics Decis. Mak., 2011

A Bayesian hybrid Huberized support vector machine and its applications in high-dimensional medical data.

Sounak Chakraborty, Ruixin Guo

Comput. Stat. Data Anal., 2011

2010

Bayesian adaptive nearest neighbor.

Ruixin Guo, Sounak Chakraborty

Stat. Anal. Data Min., 2010

2009

Bayesian binary kernel probit model for microarray based cancer classification and gene selection.

Sounak Chakraborty

Comput. Stat. Data Anal., 2009

Simultaneous cancer classification and gene selection with Bayesian nearest neighbor method: An integrated approach.

Sounak Chakraborty

Comput. Stat. Data Anal., 2009

ComPhy: prokaryotic composite distance phylogenies inferred from whole-genome gene sets.

Guan Ning Lin, Zhipeng Cai, Guohui Lin, Sounak Chakraborty, Dong Xu

BMC Bioinform., 2009