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Rajarshi Guhaniyogi
Rajarshi Guhaniyogi
Associate Professor of Statistics
Verified email at tamu.edu - Homepage
Title
Cited by
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, 398-425, 2019
4152019
Bayesian tensor regression
R Guhaniyogi, S Qamar, DB Dunson
Journal of Machine Learning Research 18 (79), 1-31, 2017
1382017
Bayesian compressed regression
R Guhaniyogi, DB Dunson
Journal of the American Statistical Association 110 (512), 1500-1514, 2015
922015
Meta-kriging: Scalable Bayesian modeling and inference for massive spatial datasets
R Guhaniyogi, S Banerjee
Technometrics 60 (4), 430-444, 2018
802018
Adaptive Gaussian predictive process models for large spatial datasets
R Guhaniyogi, AO Finley, S Banerjee, AE Gelfand
Environmetrics 22 (8), 997-1007, 2011
792011
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
562017
Compressed Gaussian process for manifold regression
R Guhaniyogi, DB Dunson
Journal of Machine Learning Research 17 (69), 1-26, 2016
392016
A divide-and-conquer Bayesian approach to large-scale kriging
R Guhaniyogi, C Li, TD Savitsky, S Srivastava
arXiv preprint arXiv:1712.09767, 2017
342017
Bayesian tensor response regression with an application to brain activation studies
R Guhaniyogi, D Spencer
Bayesian Analysis 16 (4), 1221-1249, 2021
302021
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, 274-298, 2013
302013
Distributed Bayesian varying coefficient modeling using a Gaussian process prior
R Guhaniyogi, C Li, TD Savitsky, S Srivastava
Journal of machine learning research 23 (84), 1-59, 2022
242022
Human papillomavirus vaccine acceptance among young men in Bangalore, India
HK Belani, P Sekar, R Guhaniyogi, A Abraham, PR Bohjanen, ...
International journal of dermatology 53 (11), e486-e491, 2014
242014
Multivariate spatial meta kriging
R Guhaniyogi, S Banerjee
Statistics & probability letters 144, 3-8, 2019
212019
Bayesian generalized sparse symmetric tensor-on-vector regression
S Guha, R Guhaniyogi
Technometrics 63 (2), 160-170, 2021
202021
Bayesian conditional density filtering
R Guhaniyogi, S Qamar, DB Dunson
arXiv preprint arXiv:1401.3632, 2014
202014
Joint Bayesian estimation of voxel activation and inter-regional connectivity in fMRI experiments
D Spencer, R Guhaniyogi, R Prado
psychometrika 85 (4), 845-869, 2020
182020
Joint modeling of longitudinal relational data and exogenous variables
R Guhaniyogi, A Rodriguez
152020
Bayesian conditional density filtering
R Guhaniyogi, S Qamar, DB Dunson
Journal of Computational and Graphical Statistics 27 (3), 657-672, 2018
102018
Convergence rate of Bayesian supervised tensor modeling with multiway shrinkage priors
R Guhaniyogi
Journal of Multivariate Analysis 160, 157-168, 2017
102017
Distributed Bayesian inference in massive spatial data
R Guhaniyogi, C Li, T Savitsky, S Srivastava
Statistical science 38 (2), 262-284, 2023
82023
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