22 citations · 38 across the 11 of their papers we have counts for
14 papers
Projection-based significance test for longitudinally collected functional data under a crossover design
Salil Koner, Ana-Maria Staicu, Arnab Maity
Wearable devices for continuous electronic health monitoring often capture data at frequent intervals under a dense functional design. The focal point is the analysis of longitudin…
Adaptive Bayesian Variable Clustering via Structural Learning of Breast Cancer Data
Riddhi Pratim Ghosh, Arnab Kumar Maity, Mohsen Pourahmadi +1
Clustering of proteins is of interest in cancer cell biology. This article proposes a hierarchical Bayesian model for protein (variable) clustering hinging on correlation structure…
Bayesian Structural Equation Modeling in Multiple Omics Data Integration with Application to Circadian Genes
Arnab Kumar Maity, Sang Chan Lee, Bani K. Mallick +1
It is well known that the integration among different data-sources is reliable because of its potential of unveiling new functionalities of the genomic expressions which might be d…
Variational Inference for Shrinkage Priors: The R package vir
Suchit Mehrotra, Arnab Maity
We present vir, an R package for variational inference with shrinkage priors. Our package implements variational and stochastic variational algorithms for linear and probit regress…
Divide-and-Conquer MCMC for Multivariate Binary Data
Suchit Mehrotra, Halley Brantley, Peter Onglao +5
The analysis of large scale medical claims data has the potential to improve quality of care by generating insights which can be used to create tailored medical programs. In partic…
Hypothesis Testing in Nonlinear Function on Scalar Regression with Application to Child Growth Study
Mityl Biswas, Arnab Maity
We propose a kernel machine based hypothesis testing procedure in nonlinear function-on-scalar regression model. Our research is motivated by the Newborn Epigenetic Study (NEST) wh…