Somnath Datta
Orcid: 0000-0003-4381-1842
According to our database1,
Somnath Datta
authored at least 31 papers
between 2000 and 2024.
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Bibliography
2024
Differential network connectivity analysis for microbiome data adjusted for clinical covariates using jackknife pseudo-values.
BMC Bioinform., December, 2024
SOHPIE: statistical approach via pseudo-value information and estimation for differential network analysis of microbiome data.
Bioinform., January, 2024
2023
A pseudo-value regression approach for differential network analysis of co-expression data.
BMC Bioinform., 2023
2022
htestClust: A Package for Marginal Inference of Clustered Data Under Informative Cluster Size.
R J., 2022
2021
J. Stat. Softw., 2021
2019
Adjustments of multi-sample U-statistics to right censored data and confounding covariates.
Comput. Stat. Data Anal., 2019
2018
A Combined PLS and Negative Binomial Regression Model for Inferring Association Networks from Next-Generation Sequencing Count Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
2016
2015
Nonparametric estimation of conditional transition probabilities in a non-Markov illness-death model.
Comput. Stat., 2015
GEE type inference for clustered zero-inflated negative binomial regression with application to dental caries.
Comput. Stat. Data Anal., 2015
2014
A multi-loss super regression learner (MSRL) with application to survival prediction using proteomics.
Comput. Stat., 2014
2013
Predicting Patient Survival from Proteomic Profile using Mass Spectrometry Data: An Empirical Study.
Commun. Stat. Simul. Comput., 2013
svapls: an R package to correct for hidden factors of variability in gene expression studies.
BMC Bioinform., 2013
2012
Surrogate variable analysis using partial least squares (SVA-PLS) in gene expression studies.
Bioinform., 2012
2011
Fitting marginal accelerated failure time models to clustered survival data with potentially informative cluster size.
Comput. Stat. Data Anal., 2011
2010
BMC Bioinform., 2010
An adaptive optimal ensemble classifier via bagging and rank aggregation with applications to high dimensional data.
BMC Bioinform., 2010
2009
2008
Reconstruction of genetic association networks from microarray data: a partial least squares approach.
Bioinform., 2008
2007
Weighted rank aggregation of cluster validation measures: a Monte Carlo cross-entropy approach.
Bioinform., 2007
2006
Methods for evaluating clustering algorithms for gene expression data using a reference set of functional classes.
BMC Bioinform., 2006
Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Bioinform., 2005
2004
Standardization and denoising algorithms for mass spectra to classify whole-organism bacterial specimens.
Bioinform., 2004
An empirical bayes adjustment to increase the sensitivity of detecting differentially expressed genes in microarray experiments.
Bioinform., 2004
An Empirical Bayes Adjustment to Multiple p-values for the Detection of Differentially Expressed Genes in Microarray Experiments.
Proceedings of the Second Asia-Pacific Bioinformatics Conference (APBC 2004), 2004
2003
Comparisons and validation of statistical clustering techniques for microarray gene expression data.
Bioinform., 2003
Proceedings of the Advances in Survival Analysis, 2003
2000