Qin, Zikun; Ghosh, Malay Global-local shrinkage priors for asymptotic point and interval estimation of normal means under sparsity. (English) Zbl 07812664 Sankhyā, Ser. A 86, No. 1, 93-137 (2024). MSC: 62F15 PDFBibTeX XMLCite \textit{Z. Qin} and \textit{M. Ghosh}, Sankhyā, Ser. A 86, No. 1, 93--137 (2024; Zbl 07812664) Full Text: DOI arXiv
Zhang, Ruoyang; Yao, Yisha; Ghosh, Malay Contraction of a quasi-Bayesian model with shrinkage priors in precision matrix estimation. (English) Zbl 07560393 J. Stat. Plann. Inference 221, 154-171 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Zhang} et al., J. Stat. Plann. Inference 221, 154--171 (2022; Zbl 07560393) Full Text: DOI arXiv
Zhang, Ruoyang; Ghosh, Malay Ultra high-dimensional multivariate posterior contraction rate under shrinkage priors. (English) Zbl 1480.62105 J. Multivariate Anal. 187, Article ID 104835, 18 p. (2022). MSC: 62H12 62J07 60F15 62F15 PDFBibTeX XMLCite \textit{R. Zhang} and \textit{M. Ghosh}, J. Multivariate Anal. 187, Article ID 104835, 18 p. (2022; Zbl 1480.62105) Full Text: DOI arXiv
Bai, Ray; Ghosh, Malay On the beta prime prior for scale parameters in high-dimensional Bayesian regression models. (English) Zbl 1470.62103 Stat. Sin. 31, No. 2, 843-865 (2021). MSC: 62J05 62F15 62P10 PDFBibTeX XMLCite \textit{R. Bai} and \textit{M. Ghosh}, Stat. Sin. 31, No. 2, 843--865 (2021; Zbl 1470.62103)
Ghosh, Malay Revisiting Jeffreys’ example: Bayes test of the normal mean. (English) Zbl 07593709 Am. Stat. 74, No. 4, 413-415 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Ghosh}, Am. Stat. 74, No. 4, 413--415 (2020; Zbl 07593709) Full Text: DOI
Bai, Ray; Ghosh, Malay Large-scale multiple hypothesis testing with the normal-beta prime prior. (English) Zbl 1435.62267 Statistics 53, No. 6, 1210-1233 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J07 62J15 PDFBibTeX XMLCite \textit{R. Bai} and \textit{M. Ghosh}, Statistics 53, No. 6, 1210--1233 (2019; Zbl 1435.62267) Full Text: DOI arXiv
Tang, Xueying; Ghosh, Malay; Ha, Neung Soo; Sedransk, Joseph Modeling random effects using global-local shrinkage priors in small area estimation. (English) Zbl 1409.62039 J. Am. Stat. Assoc. 113, No. 524, 1476-1489 (2018). MSC: 62D05 62F15 62J07 62P20 PDFBibTeX XMLCite \textit{X. Tang} et al., J. Am. Stat. Assoc. 113, No. 524, 1476--1489 (2018; Zbl 1409.62039) Full Text: DOI
Bai, Ray; Ghosh, Malay High-dimensional multivariate posterior consistency under global-local shrinkage priors. (English) Zbl 1403.62134 J. Multivariate Anal. 167, 157-170 (2018). MSC: 62J07 62F15 62H12 62F12 PDFBibTeX XMLCite \textit{R. Bai} and \textit{M. Ghosh}, J. Multivariate Anal. 167, 157--170 (2018; Zbl 1403.62134) Full Text: DOI arXiv
Xu, Xiaofan; Ghosh, Malay Bayesian variable selection and estimation for group Lasso. (English) Zbl 1334.62132 Bayesian Anal. 10, No. 4, 909-936 (2015). MSC: 62J07 62F15 62J05 PDFBibTeX XMLCite \textit{X. Xu} and \textit{M. Ghosh}, Bayesian Anal. 10, No. 4, 909--936 (2015; Zbl 1334.62132) Full Text: DOI arXiv Euclid
Sparks, Douglas K.; Khare, Kshitij; Ghosh, Malay Necessary and sufficient conditions for high-dimensional posterior consistency under \(g\)-priors. (English) Zbl 1335.62066 Bayesian Anal. 10, No. 3, 627-664 (2015). MSC: 62F15 62C12 62E20 62J05 PDFBibTeX XMLCite \textit{D. K. Sparks} et al., Bayesian Anal. 10, No. 3, 627--664 (2015; Zbl 1335.62066) Full Text: DOI arXiv Euclid
Xiang, Ruoxuan; Khare, Kshitij; Ghosh, Malay High dimensional posterior convergence rates for decomposable graphical models. (English) Zbl 1329.62152 Electron. J. Stat. 9, No. 2, 2828-2854 (2015). MSC: 62F15 62A09 62G20 PDFBibTeX XMLCite \textit{R. Xiang} et al., Electron. J. Stat. 9, No. 2, 2828--2854 (2015; Zbl 1329.62152) Full Text: DOI Euclid
Ahn, Jaeil; Mukherjee, Bhramar; Gruber, Stephen B.; Ghosh, Malay Bayesian semiparametric analysis for two-phase studies of gene-environment interaction. (English) Zbl 1454.62308 Ann. Appl. Stat. 7, No. 1, 543-569 (2013). MSC: 62P10 62F15 62-08 PDFBibTeX XMLCite \textit{J. Ahn} et al., Ann. Appl. Stat. 7, No. 1, 543--569 (2013; Zbl 1454.62308) Full Text: DOI arXiv Euclid