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Huang, Huang; Abdulah, Sameh; Sun, Ying; Ltaief, Hatem; Keyes, David E.; Genton, Marc G. Competition on spatial statistics for large datasets. (English) Zbl 07603083 J. Agric. Biol. Environ. Stat. 26, No. 4, 580-595 (2021). MSC: 62P12 PDFBibTeX XMLCite \textit{H. Huang} et al., J. Agric. Biol. Environ. Stat. 26, No. 4, 580--595 (2021; Zbl 07603083) Full Text: DOI
Huang, Jingfang; Cao, Jian; Fang, Fuhui; Genton, Marc G.; Keyes, David E.; Turkiyyah, George An \(O(N)\) algorithm for computing expectation of \(N\)-dimensional truncated multi-variate normal distribution. I: Fundamentals. (English) Zbl 07400547 Adv. Comput. Math. 47, No. 5, Paper No. 65, 34 p. (2021). MSC: 03D20 34B27 62H10 65C60 65D30 65T40 PDFBibTeX XMLCite \textit{J. Huang} et al., Adv. Comput. Math. 47, No. 5, Paper No. 65, 34 p. (2021; Zbl 07400547) Full Text: DOI
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Cao, Jian; Genton, Marc G.; Keyes, David E.; Turkiyyah, George M. Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities. (English) Zbl 1430.62094 Stat. Comput. 29, No. 3, 585-598 (2019). MSC: 62G30 62H12 65C05 PDFBibTeX XMLCite \textit{J. Cao} et al., Stat. Comput. 29, No. 3, 585--598 (2019; Zbl 1430.62094) Full Text: DOI Link
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Genton, Marc G.; Keyes, David E.; Turkiyyah, George Hierarchical decompositions for the computation of high-dimensional multivariate normal probabilities. (English) Zbl 07498945 J. Comput. Graph. Stat. 27, No. 2, 268-277 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{M. G. Genton} et al., J. Comput. Graph. Stat. 27, No. 2, 268--277 (2018; Zbl 07498945) Full Text: DOI Link
Huang, Jingfang; Fang, Fuhui; Turkiyyah, George; Cao, Jian; Genton, Marc G.; Keyes, David E. O(N) Hierarchical algorithm for computing the expectations of truncated multi-variate normal distributions in N dimensions. arXiv:1809.08315 Preprint, arXiv:1809.08315 [math.NA] (2018). MSC: 03D20 34B27 62H10 65C60 65D30 65T40 BibTeX Cite \textit{J. Huang} et al., ``O(N) Hierarchical algorithm for computing the expectations of truncated multi-variate normal distributions in N dimensions'', Preprint, arXiv:1809.08315 [math.NA] (2018) Full Text: arXiv OA License
Chen, Yuxin; Keyes, David; Law, Kody J. H.; Ltaief, Hatem Accelerated dimension-independent adaptive metropolis. (English) Zbl 1352.65029 SIAM J. Sci. Comput. 38, No. 5, S539-S565 (2016). MSC: 65C60 62F15 65C05 65C40 60J22 65Y20 65Y05 PDFBibTeX XMLCite \textit{Y. Chen} et al., SIAM J. Sci. Comput. 38, No. 5, S539--S565 (2016; Zbl 1352.65029) Full Text: DOI arXiv
Biegler, Lorenz (ed.); Biros, George (ed.); Ghattas, Omar (ed.); Heinkenschloss, Matthias (ed.); Keyes, David (ed.); Mallick, Bani (ed.); Marzouk, Youssef (ed.); Tenorio, Luis (ed.); van Bloemen Waanders, Bart (ed.); Willcox, Karen (ed.) Large-scale inverse problems and quantification of uncertainty. (English) Zbl 1203.62002 Wiley Series in Computational Statistics. Hoboken, NJ: John Wiley & Sons (ISBN 978-0-470-69743-6/hbk; 978-0-470-68585-3/ebook). xv, 372 p. (2011). MSC: 62-06 00B15 PDFBibTeX XMLCite \textit{L. Biegler} (ed.) et al., Large-scale inverse problems and quantification of uncertainty. Hoboken, NJ: John Wiley \& Sons (2011; Zbl 1203.62002) Full Text: DOI