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Statistics and Computing|January 30, 2023
A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensionsSrijata Samanta, Kshitij Khare, George Michailidis
Journal of the American Statistical Association|September 3, 2019
High-Dimensional Posterior Consistency in Bayesian Vector Autoregressive ModelsSatyajit Ghosh, Kshitij Khare, George Michailidis
Biostatistics (Oxford, England)|January 28, 2022
Estimation and false discovery control for the analysis of environmental mixturesSrijata Samanta, Joseph Antonelli
Journal of Theoretical Biology|August 15, 2015
On the Bayesness, minimaxity and admissibility of point estimators of allelic frequenciesCarlos Alberto Martínez, Kshitij Khare, Mauricio A Elzo
Frontiers in Genetics|April 8, 2022
Unsupervised Multi-Omics Data Integration Methods: A Comprehensive ReviewNasim Vahabi, George Michailidis
Journal of Computational Biology : a Journal of Computational Molecular Cell Biology|November 25, 2003
The application of rule-based methods to class prediction problems in genomicsGeorge Michailidis, Kerby Shedden
Bioinformatics (Oxford, England)|September 18, 2015
A non-negative matrix factorization method for detecting modules in heterogeneous omics multi-modal dataZi Yang, George Michailidis
Plos One|April 16, 2014
Network reconstruction using nonparametric additive ODE modelsJames Henderson, George Michailidis
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