Rajarshi Guhaniyogi
Title
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Cited by
Year
A case study competition among methods for analyzing large spatial data
MJ Heaton, A Datta, AO Finley, R Furrer, J Guinness, R Guhaniyogi, ...
Journal of Agricultural, Biological and Environmental Statistics 24 (3), 398-425, 2019
1502019
Adaptive Gaussian predictive process models for large spatial datasets
R Guhaniyogi, AO Finley, S Banerjee, AE Gelfand
Environmetrics 22 (8), 997-1007, 2011
612011
Bayesian compressed regression
R Guhaniyogi, DB Dunson
Journal of the American Statistical Association 110 (512), 1500-1514, 2015
572015
Bayesian compressed regression
R Guhaniyogi, DB Dunson
Journal of the American Statistical Association 110 (512), 1500-1514, 2015
572015
Bayesian tensor regression
R Guhaniyogi, S Qamar, DB Dunson
The Journal of Machine Learning Research 18 (1), 2733-2763, 2017
562017
Methods for analyzing large spatial data: A review and comparison
MJ Heaton, A Datta, A Finley, R Furrer, R Guhaniyogi, F Gerber, ...
arXiv preprint arXiv:1710.05013 22, 2017
502017
Meta-kriging: Scalable Bayesian modeling and inference for massive spatial datasets
R Guhaniyogi, S Banerjee
Technometrics 60 (4), 430-444, 2018
412018
Bayesian conditional density filtering
R Guhaniyogi, S Qamar, DB Dunson
arXiv preprint arXiv:1401.3632, 2014
212014
A divide-and-conquer Bayesian approach to large-scale kriging
R Guhaniyogi, C Li, TD Savitsky, S Srivastava
arXiv preprint arXiv:1712.09767, 2017
182017
Modeling complex spatial dependencies: Low-rank spatially varying cross-covariances with application to soil nutrient data
R Guhaniyogi, AO Finley, S Banerjee, RK Kobe
Journal of agricultural, biological, and environmental statistics 18 (3, 2013
182013
Compressed Gaussian process for manifold regression
R Guhaniyogi, DB Dunson
The Journal of Machine Learning Research 17 (1), 2472-2497, 2016
132016
Joint modeling of longitudinal relational data and exogenous variables
R Guhaniyogi, A Rodriguez
Bayesian Analysis 15 (2), 477-503, 2020
82020
Bayesian conditional density filtering
R Guhaniyogi, S Qamar, DB Dunson
Journal of Computational and Graphical Statistics 27 (3), 657-672, 2018
8*2018
Bayesian conditional density filtering
R Guhaniyogi, S Qamar, DB Dunson
Journal of Computational and Graphical Statistics 27 (3), 657-672, 2018
8*2018
Multivariate spatial meta kriging
R Guhaniyogi, S Banerjee
Statistics & probability letters 144, 3-8, 2019
72019
Bayesian conditional density filtering
R Guhaniyogi, S Qamar, DB Dunson
Journal of Computational and Graphical Statistics 27 (3), 657-672, 2018
72018
Bayesian conditional density filtering for big data
R Guhaniyogi, S Qamar, DB Dunson
stat 1050, 15, 2014
62014
Bayesian tensor response regression with an application to brain activation studies
R Guhaniyogi, D Spencer
Technical report, UCSC, 2018
52018
Convergence rate of Bayesian supervised tensor modeling with multiway shrinkage priors
R Guhaniyogi
Journal of Multivariate Analysis 160, 157-168, 2017
52017
Large multi-scale spatial modeling using tree shrinkage priors
R Guhaniyogi, B Sanso
Statistica Sinica, 2017
32017
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Articles 1–20