Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K. [Castruccio, Stefano; Yoo, William Weimin; Hoegh, Andrew; Flagg, Kenneth; Stratton, Christian; He, Kevin; Kang, Jian; Calder, Catherine A.; Berrett, Candace; Gamerman, D.] Computationally efficient multivariate spatio-temporal models for high-dimensional count-valued data (with discussion). (English) Zbl 1392.62148 Bayesian Anal. 13, No. 1, 253-310 (2018). MSC: 62H11 62P12 PDFBibTeX XMLCite \textit{J. R. Bradley} et al., Bayesian Anal. 13, No. 1, 253--310 (2018; Zbl 1392.62148) Full Text: DOI arXiv Euclid
Kang, Jian; Johnson, Timothy D. A slice sampler for the hierarchical Poisson/Gamma random field model. (English) Zbl 1325.62075 Ahmed, Syed Ejaz (ed.), Perspectives on big data analysis: methodologies and applications. International workshop on perspectives on high-dimensional data analysis II, Centre de Recherches Mathématiques, Université de Montréal, Montréal, Canada, May 30 – June 1, 2012. Proceedings. Providence, RI: American Mathematical Society (AMS); Montreal: Centre de Recherches Mathématiques (CRM) (ISBN 978-1-4704-1042-1/pbk; 978-1-4704-1887-8/ebook). Contemporary Mathematics 622. Centre de Recherches Mathématiques Proceedings, 21-35 (2014). MSC: 62G05 60G55 62F15 62M30 62M40 62P10 PDFBibTeX XMLCite \textit{J. Kang} and \textit{T. D. Johnson}, Contemp. Math. 622, 21--35 (2014; Zbl 1325.62075)
Kang, Jian; Nichols, Thomas E.; Wager, Tor D.; Johnson, Timothy D. A Bayesian hierarchical spatial point process model for multi-type neuroimaging meta-analysis. (English) Zbl 1304.62133 Ann. Appl. Stat. 8, No. 3, 1800-1824 (2014). MSC: 62P10 62F15 62G05 62H30 92C55 94A08 60G55 62M30 62M40 PDFBibTeX XMLCite \textit{J. Kang} et al., Ann. Appl. Stat. 8, No. 3, 1800--1824 (2014; Zbl 1304.62133) Full Text: DOI arXiv Euclid
Kang, Jian; Johnson, Timothy D.; Nichols, Thomas E.; Wager, Tor D. Meta analysis of functional neuroimaging data via Bayesian spatial point processes. (English) Zbl 1396.62257 J. Am. Stat. Assoc. 106, No. 493, 124-134 (2011). MSC: 62P10 60G55 62F15 62M30 92C55 PDFBibTeX XMLCite \textit{J. Kang} et al., J. Am. Stat. Assoc. 106, No. 493, 124--134 (2011; Zbl 1396.62257) Full Text: DOI Link