Rajarshi Guhaniyogi

A Case Study Competition Among Methods for Analyzing Large Spatial Data

Matthew J. Heaton, Abhirup Datta, Andrew O. Finley et al. · Journal of Agricultural Biological and Environmental Statistics · 2018 · 408 citations · Full text

Computing, Geoinformatics, Spatial Analysis +16

Meta-Kriging: Scalable Bayesian Modeling and Inference for Massive Spatial Datasets

Rajarshi Guhaniyogi, Sudipto Banerjee · Technometrics · 2018 · 65 citations · Full text

Computing, Biostatistics, Spatial Analysis +16

Bayesian Compressed Regression

Rajarshi Guhaniyogi, David B. Dunson · Journal of the American Statistical Association · 2014 · 61 citations

Computing, Data Science, Bayesian Data Analysis +16

Adaptive Gaussian predictive process models for large spatial datasets

Rajarshi Guhaniyogi, Andrew O. Finley, Sudipto Banerjee et al. · Environmetrics · 2011 · 59 citations

Computing, Biostatistics, Earth Sciences +17

A Divide-and-Conquer Bayesian Approach to Large-Scale Kriging

Rajarshi Guhaniyogi, Cheng Li, Terrance D. Savitsky et al. · arXiv (Cornell University) · 2017 · 25 citations · Full text

Computing, Geoinformatics, Spatial Analysis +16