54 citations · 170 across the 45 of their papers we have counts for
6 papers · 1 filter
Bayesian Flexible Modelling of Spatially Resolved Transcriptomic Data
Arhit Chakrabarti, Yang Ni, Bani K. Mallick
Single-cell RNA-sequencing technologies may provide valuable insights to the understanding of the composition of different cell types and their functions within a tissue. Recent te…
Spline-Based Bayesian Emulators for Large Scale Spatial Inverse Problems
Anirban Mondal, Bani Mallick
A Bayesian approach to nonlinear inverse problems is considered where the unknown quantity (input) is a random spatial field. The forward model is complex and non-linear, therefore…
Bayesian and Variational Bayesian approaches for flows in heterogenous random media
Keren Yang, Nilabja Guha, Yalchin Efendiev +1
In this paper, we study porous media flows in heterogeneous stochastic media. We propose an efficient forward simulation technique that is tailored for variational Bayesian inversi…
Bayesian object classification of gold nanoparticles
Bledar A. Konomi, Soma S. Dhavala, Jianhua Z. Huang +5
The properties of materials synthesized with nanoparticles (NPs) are highly correlated to the sizes and shapes of the nanoparticles. The transmission electron microscopy (TEM) imag…
Investigating international new product diffusion speed: A semiparametric approach
Brian M. Hartman, Bani K. Mallick, Debabrata Talukdar
Global marketing managers are interested in understanding the speed of the new product diffusion process and how the speed has changed in our ever more technologically advanced and…
A generalized linear mixed model for longitudinal binary data with a marginal logit link function
Michael Parzen, Souparno Ghosh, Stuart Lipsitz +4
Longitudinal studies of a binary outcome are common in the health, social, and behavioral sciences. In general, a feature of random effects logistic regression models for longitudi…