Bani Mallick

34 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-1776-9839

Department of Statistics, Texas A&M University

Publications

• Global-local Dirichlet processes for identifying pan-cancer subpopulations using both shared and cancer-specific data — The Annals of Applied Statistics 2025
• Covariate-Assisted Bayesian Graph Learning for Heterogeneous Data — Journal of the American Statistical Association 2024
• A Nonstationary Soft Partitioned Gaussian Process Model via Random Spanning Trees — Journal of the American Statistical Association 2024
• Bayesian Copula Density Deconvolution for Zero-Inflated Data in Nutritional Epidemiology — Journal of the American Statistical Association 2021
• Bayesian sparse multiple regression for simultaneous rank reduction and variable selection — Biometrika 2020
• A conditional density estimation partition model using logistic Gaussian processes — Biometrika 2020
• Bayesian Semiparametric Multivariate Density Deconvolution — Journal of the American Statistical Association 2018
• A Powerful Bayesian Test for Equality of Means in High Dimensions — Journal of the American Statistical Association 2018
• Fast sampling with Gaussian scale mixture priors in high-dimensional regression — Biometrika 2016
• Bayesian sparse graphical models for classification with application to protein expression data — The Annals of Applied Statistics 2014 (name-matched, not ORCID-linked)
• Spline-Based Emulators for Radiative Shock Experiments With Measurement Error — Journal of the American Statistical Association 2013
• Sea Surface Temperature Modeling using Radial Basis Function Networks With a Dynamically Weighted Particle Filter — Journal of the American Statistical Association 2013
• Parameter Estimation of Partial Differential Equation Models — Journal of the American Statistical Association 2013
• Bayesian object classification of gold nanoparticles — The Annals of Applied Statistics 2013
• Investigating international new product diffusion speed: A semiparametric approach — The Annals of Applied Statistics 2012
• A generalized linear mixed model for longitudinal binary data with a marginal logit link function — The Annals of Applied Statistics 2011 (name-matched, not ORCID-linked)
• Bayesian Modeling of MPSS Data: Gene Expression Analysis of BovineSalmonellaInfection — Journal of the American Statistical Association 2010
• Prediction of Protein Interdomain Linker Regions by a Nonstationary Hidden Markov Model — Journal of the American Statistical Association 2008
• Longitudinal Studies With Outcome-Dependent Follow-up — Journal of the American Statistical Association 2007
• Bayesian Curve Classification Using Wavelets — Journal of the American Statistical Association 2007
• Functional clustering by Bayesian wavelet methods — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2006
• Semiparametric Bayesian Analysis of Matched Case-Control Studies With Missing Exposure — Journal of the American Statistical Association 2005
• Bayesian classification of tumours by using gene expression data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005
• Analyzing Nonstationary Spatial Data Using Piecewise Gaussian Processes — Journal of the American Statistical Association 2005
• Generalized Nonlinear Modeling With Multivariate Free-Knot Regression Splines — Journal of the American Statistical Association 2003
• Bayesian regression with multivariate linear splines — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2001
• A Bayesian CART algorithm — Biometrika 1998 (name-matched, not ORCID-linked)
• Automatic Bayesian curve fitting — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1998
• Comment — Journal of the American Statistical Association 1998
• Broken Biological Size Relationships: A Truncated Semiparametric Regression Approach with Measurement Error — Journal of the American Statistical Association 1997
• Combining information from several experiments with nonparametric priors — Biometrika 1997 (name-matched, not ORCID-linked)
• Hierarchical Generalized Linear Models and Frailty Models with Bayesian Nonparametric Mixing — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1997
• Modeling Expert Opinion Arising as a Partial Probabilistic Specification — Journal of the American Statistical Association 1995
• Generalized linear models with unknown link functions — Biometrika 1994