Guhaniyogi, Rajarshi; Li, Cheng; Savitsky, Terrance; Srivastava, Sanvesh Distributed Bayesian inference in massive spatial data. (English) Zbl 07708431 Stat. Sci. 38, No. 2, 262-284 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Guhaniyogi} et al., Stat. Sci. 38, No. 2, 262--284 (2023; Zbl 07708431) Full Text: DOI
Guhaniyogi, Rajarshi; Spencer, Daniel Bayesian tensor response regression with an application to brain activation studies. (English) Zbl 07808152 Bayesian Anal. 16, No. 4, 1221-1249 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Guhaniyogi} and \textit{D. Spencer}, Bayesian Anal. 16, No. 4, 1221--1249 (2021; Zbl 07808152) Full Text: DOI Link
Spencer, Daniel; Guhaniyogi, Rajarshi; Prado, Raquel Joint Bayesian estimation of voxel activation and inter-regional connectivity in fMRI experiments. (English) Zbl 1477.62352 Psychometrika 85, No. 4, 845-869 (2020). MSC: 62P15 62F15 92C55 PDFBibTeX XMLCite \textit{D. Spencer} et al., Psychometrika 85, No. 4, 845--869 (2020; Zbl 1477.62352) Full Text: DOI
Guhaniyogi, Rajarshi; Rodriguez, Abel Joint modeling of longitudinal relational data and exogenous variables. (English) Zbl 1459.62219 Bayesian Anal. 15, No. 2, 477-503 (2020). MSC: 62P25 62M30 91D30 PDFBibTeX XMLCite \textit{R. Guhaniyogi} and \textit{A. Rodriguez}, Bayesian Anal. 15, No. 2, 477--503 (2020; Zbl 1459.62219) Full Text: DOI Euclid
Heaton, Matthew J.; Datta, Abhirup; Finley, Andrew O.; Furrer, Reinhard; Guinness, Joseph; Guhaniyogi, Rajarshi; Gerber, Florian; Gramacy, Robert B.; Hammerling, Dorit; Katzfuss, Matthias; Lindgren, Finn; Nychka, Douglas W.; Sun, Furong; Zammit-Mangion, Andrew A case study competition among methods for analyzing large spatial data. (English) Zbl 1426.62345 J. Agric. Biol. Environ. Stat. 24, No. 3, 398-425 (2019). MSC: 62P12 62M30 62-08 PDFBibTeX XMLCite \textit{M. J. Heaton} et al., J. Agric. Biol. Environ. Stat. 24, No. 3, 398--425 (2019; Zbl 1426.62345) Full Text: DOI arXiv
Guhaniyogi, Rajarshi; Qamar, Shaan; Dunson, David B. Bayesian conditional density filtering. (English) Zbl 07498941 J. Comput. Graph. Stat. 27, No. 3, 657-672 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Guhaniyogi} et al., J. Comput. Graph. Stat. 27, No. 3, 657--672 (2018; Zbl 07498941) Full Text: DOI arXiv
Guhaniyogi, Rajarshi; Qamar, Shaan; Dunson, David B. Bayesian tensor regression. (English) Zbl 1440.62253 J. Mach. Learn. Res. 18(2017-2018), Paper No. 79, 31 p. (2017). MSC: 62H35 62J05 62P10 PDFBibTeX XMLCite \textit{R. Guhaniyogi} et al., J. Mach. Learn. Res. 18, Paper No. 79, 31 p. (2017; Zbl 1440.62253) Full Text: arXiv Link
Guhaniyogi, Rajarshi Convergence rate of Bayesian supervised tensor modeling with multiway shrinkage priors. (English) Zbl 1397.62211 J. Multivariate Anal. 160, 157-168 (2017). MSC: 62H25 62F15 62J07 PDFBibTeX XMLCite \textit{R. Guhaniyogi}, J. Multivariate Anal. 160, 157--168 (2017; Zbl 1397.62211) Full Text: DOI