Sounak Chakraborty

Orcid: 0000-0003-2022-1735

According to our database1, Sounak Chakraborty authored at least 15 papers between 2009 and 2024.

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Bibliography

2024
Bayesian shrinkage models for integration and analysis of multiplatform high-dimensional genomics data.
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.
Patterns, 2021

2019
A graph Laplacian prior for Bayesian variable selection and grouping.
Comput. Stat. Data Anal., 2019

2018
Heritable genotype contrast mining reveals novel gene associations specific to autism subgroups.
J. Biomed. Informatics, 2018

2017
Bayesian kernel machine models for testing genetic pathway effects in prostate cancer prognosis.
Stat. Anal. Data Min., 2017

Variable selection for high-dimensional genomic data with censored outcomes using group lasso prior.
Comput. Stat. Data Anal., 2017

2015
Survival prediction and variable selection with simultaneous shrinkage and grouping priors.
Stat. Anal. Data Min., 2015

2012
Bayesian nonlinear regression for large p small n problems.
J. Multivar. Anal., 2012

Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy.
Comput. Stat. Data Anal., 2012

2011
Predicting disease risks from highly imbalanced data using random forest.
BMC Medical Informatics Decis. Mak., 2011

A Bayesian hybrid Huberized support vector machine and its applications in high-dimensional medical data.
Comput. Stat. Data Anal., 2011

2010
Bayesian adaptive nearest neighbor.
Stat. Anal. Data Min., 2010

2009
Bayesian binary kernel probit model for microarray based cancer classification and gene selection.
Comput. Stat. Data Anal., 2009

Simultaneous cancer classification and gene selection with Bayesian nearest neighbor method: An integrated approach.
Comput. Stat. Data Anal., 2009

ComPhy: prokaryotic composite distance phylogenies inferred from whole-genome gene sets.
BMC Bioinform., 2009


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