activity
20162023
most citedBayesian and Variational Bayesian approaches for flows in heterogenous random media

17 citations · 21 across the 9 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

stat.ME2020★ 2 cited

Bayesian Variable Selection in Multivariate Nonlinear Regression with Graph Structures

Yabo Niu, Nilabja Guha, Debkumar De +3

Gaussian graphical models (GGMs) are well-established tools for probabilistic exploration of dependence structures using precision matrices. We develop a Bayesian method to incorpo…

math.ST2020

Stochastic Approximation Algorithm for Estimating Mixing Distribution for Dependent Observations

Nilabja Guha, Anindya Roy

Estimating the mixing density of a mixture distribution remains an interesting problem in statistics literature. Using a stochastic approximation method, Newton and Zhang (1999) in…