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ORCIDSounak Chakraborty
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2020 – today
- 2024
[j15]Hao Xue
, Sounak Chakraborty, Tanujit Dey:
Bayesian shrinkage models for integration and analysis of multiplatform high-dimensional genomics data. Stat. Anal. Data Min. 17(2) (2024)- 2021
- [j14]Tanujit Dey, Jaechoul Lee, Sounak Chakraborty, Jay Chandra, Anushka Bhaskar, Kenneth Zhang, Anchal Bhaskar, Francesca Dominici:
Lag time between state-level policy interventions and change points in COVID-19 outcomes in the United States. Patterns 2(8): 100306 (2021)
2010 – 2019
- 2019
- [j13]Sounak Chakraborty, Aurélie C. Lozano:
A graph Laplacian prior for Bayesian variable selection and grouping. Comput. Stat. Data Anal. 136: 72-91 (2019) - 2018
- [j12]Matthew Spencer, Nicole Takahashi, Sounak Chakraborty, Judith H. Miles, Chi-Ren Shyu:
Heritable genotype contrast mining reveals novel gene associations specific to autism subgroups. J. Biomed. Informatics 77: 50-61 (2018) - 2017
- [j11]Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun:
Variable selection for high-dimensional genomic data with censored outcomes using group lasso prior. Comput. Stat. Data Anal. 112: 1-13 (2017) - [j10]Chang Xu, Sounak Chakraborty:
Bayesian kernel machine models for testing genetic pathway effects in prostate cancer prognosis. Stat. Anal. Data Min. 10(6): 378-392 (2017) - 2015
- [j9]Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun:
Survival prediction and variable selection with simultaneous shrinkage and grouping priors. Stat. Anal. Data Min. 8(2): 114-127 (2015) - 2012
- [j8]Sounak Chakraborty:
Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy. Comput. Stat. Data Anal. 56(9): 2742-2755 (2012) - [j7]Sounak Chakraborty, Malay Ghosh, Bani K. Mallick:
Bayesian nonlinear regression for large p small n problems. J. Multivar. Anal. 108: 28-40 (2012) - 2011
- [j6]Sounak Chakraborty, Ruixin Guo:
A Bayesian hybrid Huberized support vector machine and its applications in high-dimensional medical data. Comput. Stat. Data Anal. 55(3): 1342-1356 (2011) - [j5]Mohammad Khalilia, Sounak Chakraborty, Mihail Popescu:
Predicting disease risks from highly imbalanced data using random forest. BMC Medical Informatics Decis. Mak. 11: 51 (2011) - 2010
- [j4]Ruixin Guo, Sounak Chakraborty:
Bayesian adaptive nearest neighbor. Stat. Anal. Data Min. 3(2): 92-105 (2010)
2000 – 2009
- 2009
- [j3]Guan Ning Lin, Zhipeng Cai, Guohui Lin, Sounak Chakraborty, Dong Xu:
ComPhy: prokaryotic composite distance phylogenies inferred from whole-genome gene sets. BMC Bioinform. 10(S-1) (2009) - [j2]Sounak Chakraborty:
Simultaneous cancer classification and gene selection with Bayesian nearest neighbor method: An integrated approach. Comput. Stat. Data Anal. 53(4): 1462-1474 (2009) - [j1]Sounak Chakraborty:
Bayesian binary kernel probit model for microarray based cancer classification and gene selection. Comput. Stat. Data Anal. 53(12): 4198-4209 (2009)
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