Somnath Datta

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Venues

Statistics in medicine

Statistical methods in medical research

Bioinformatics (Oxford, England)

Journal of applied statistics

University of Florida

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Florida

United States

PROFESSOR :: BIOSTATISTICS

Publications

Xiaoxi Zhang, Somnath Datta, Peihua Qiu
Comparing two hazard curves when there is a treatment time-lag effect. Statistics in medicine 43 (19) (2024)
Seungjun Ahn, Somnath Datta
SOHPIE: statistical approach via pseudo-value information and estimation for differential network analysis of microbiome data. Bioinformatics (Oxford, England) 40 (1) (2024)
Seungjun Ahn, Somnath Datta
SOHPIE: statistical approach via pseudo-value information and estimation for differential network analysis of microbiome data. Bioinformatics (Oxford, England) 40 (1) (2024)
Shoumi Sarkar, Samuel Anyaso-Samuel, Peihua Qiu, Somnath Datta
Multiblock partial least squares and rank aggregation: Applications to detection of bacteriophages associated with antimicrobial resistance in the presence of potential confounding factors. Statistics in medicine (2024)
Samuel Anyaso-Samuel, Somnath Datta
Testing for marginal covariate effect when the subgroup size induced by the covariate is informative. Statistical methods in medical research (2024)
Shoumi Sarkar, Samuel Anyaso-Samuel, Peihua Qiu, Somnath Datta
Multiblock partial least squares and rank aggregation: Applications to detection of bacteriophages associated with antimicrobial resistance in the presence of potential confounding factors. Statistics in medicine 43 (13) (2024)
Xiaoxi Zhang, Somnath Datta, Peihua Qiu
Comparing two hazard curves when there is a treatment time-lag effect. Statistics in medicine (2024)
Seungjun Ahn, Somnath Datta
SOHPIE: statistical approach via pseudo-value information and estimation for differential network analysis of microbiome data. Bioinformatics (Oxford, England) 40 (1) (2024)
Samuel Anyaso-Samuel, Somnath Datta
Testing for marginal covariate effect when the subgroup size induced by the covariate is informative. Statistical methods in medical research 33 (7) (2024)
Samuel Anyaso-Samuel, Somnath Datta
Adjusting for informative cluster size in pseudo-value-based regression approaches with clustered time to event data. Statistics in medicine (2023)
Samuel Anyaso-Samuel, Dipankar Bandyopadhyay, Somnath Datta
Pseudo-value regression of clustered multistate current status data with informative cluster sizes. Statistical methods in medical research (2023)
Chathura Siriwardhana, Karunarathna B Kulasekera, Somnath Datta
Selection of the optimal personalized treatment from multiple treatments with right-censored multivariate outcome measures. Journal of applied statistics 51 (5) (2023)
Yuting Yang, Samuel Wu, Somnath Datta
Regression analysis of a future state entry time distribution conditional on a past state occupation in a progressive multistate model. Statistical methods in medical research (2023)
Chathura Siriwardhana, Karunarathna B Kulasekera, Somnath Datta
Selection of the optimal personalized treatment from multiple treatments with right-censored multivariate outcome measures. Journal of applied statistics 51 (5) (2023)
Tong Kang, Jeremy Gaskins, Steven Levy, Somnath Datta
Analyzing dental fluorosis data using a novel Bayesian model for clustered longitudinal ordinal outcomes with an inflated category. Statistics in medicine (2022)
Biyi Shen, Chixiang Chen, Danping Liu, Somnath Datta, Nasrollah Ghahramani, Vernon M Chinchilli, Ming Wang
Joint modeling of longitudinal data with informative cluster size adjusted for zero-inflation and a dependent terminal event. Statistics in medicine 40 (21) (2021)
Somnath Datta, Somnath Datta
A novel probabilistic generator for large-scale gene association networks. PloS one 16 (11) (2021)
Jaakko Nevalainen, Somnath Datta, Jorma Toppari, Jorma Ilonen, Heikki Hyöty, Riitta Veijola, Mikael Knip, Suvi M Virtanen
Frailty modeling under a selective sampling protocol: an application to type 1 diabetes related autoantibodies. Statistics in medicine 40 (28) (2021)
Mary E Gregg, Somnath Datta, Doug Lorenz
Variance estimation in tests of clustered categorical data with informative cluster size. Statistical methods in medical research 29 (11) (2020)
Tong Kang, Jeremy Gaskins, Steven Levy, Somnath Datta
A longitudinal Bayesian mixed effects model with hurdle Conway-Maxwell-Poisson distribution. Statistics in medicine 40 (6) (2020)
Xiaofang Yan, Younathan Abdia, Somnath Datta, Karunarathna B Kulasekera, Beatrice Ugiliweneza, Maxwell Boakye, Maiying Kong
Estimation of average treatment effects among multiple treatment groups by using an ensemble approach. Statistics in medicine 38 (15) (2019)
Chathura Siriwardhana, Karunarathna B Kulasekera, Somnath Datta
Personalized treatment selection using data from crossover designs with carry-over effects. Statistics in medicine 38 (28) (2019)
Mary E Gregg, Somnath Datta, Doug Lorenz
A log rank test for clustered data with informative within-cluster group size. Statistics in medicine 37 (27) (2018)
Glen A Satten, Maiying Kong, Somnath Datta
Multisample adjusted U-statistics that account for confounding covariates. Statistics in medicine 37 (23) (2018)
Sandipan Dutta, Somnath Datta
Rank-based inference for covariate and group effects in clustered data in presence of informative intra-cluster group size. Statistics in medicine 37 (30) (2018)
Hyoyoung Choo-Wosoba, Jeremy Gaskins, Steven Levy, Somnath Datta
A Bayesian approach for analyzing zero-inflated clustered count data with dispersion. Statistics in medicine 37 (5) (2017)

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Publication Activity (10 Years)

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Somnath Datta