Bani K. Mallick

Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics: A Bayesian ensemble algorithm

Kaiguang Zhao, Michael A. Wulder, Tongxi Hu et al. · Remote Sensing of Environment · 2019 · 481 citations · Full text

Computing, Data Science, Earth Sciences +17

Automatic Bayesian Curve Fitting

D. G. T. Denison, Bani K. Mallick, A. F. M. Smith · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1998 · 403 citations · Full text

Natural Sciences, Biostatistics, Bayesian Data Analysis +16

Gene selection: a Bayesian variable selection approach

Kyeong Eun Lee, Naijun Sha, Edward R. Dougherty et al. · Bioinformatics · 2002 · 355 citations

Public Health, Bioinformatics, Biostatistics +17

Analyzing Nonstationary Spatial Data Using Piecewise Gaussian Processes

Hyoung‐Moon Kim, Bani K. Mallick, Chris Holmes · Journal of the American Statistical Association · 2005 · 205 citations

Computing, Earth Sciences, Geology +17

ROADWAY TRAFFIC CRASH MAPPING: A SPACE-TIME MODELING APPROACH

Shaw‐Pin Miaou, Joon Jin Song, Bani K. Mallick · Journal of transportation and statistics · 2003 · 189 citations

Computing, Geoinformatics, Visualization +17