Vernon, Ian; Gosling, John Paul A Bayesian computer model analysis of robust Bayesian analyses. (English) Zbl 07810220 Bayesian Anal. 18, No. 4, 1367-1399 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{I. Vernon} and \textit{J. P. Gosling}, Bayesian Anal. 18, No. 4, 1367--1399 (2023; Zbl 07810220) Full Text: DOI arXiv Link
Yuchi, Henry Shaowu; Mak, Simon; Xie, Yao Bayesian uncertainty quantification for low-rank matrix completion. (English) Zbl 07810189 Bayesian Anal. 18, No. 2, 491-518 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. S. Yuchi} et al., Bayesian Anal. 18, No. 2, 491--518 (2023; Zbl 07810189) Full Text: DOI arXiv Link
Al-Taie, Wael A. J.; Farrow, Malcolm Bayes linear Bayes networks with an application to prognostic indices. (English) Zbl 07810187 Bayesian Anal. 18, No. 2, 437-463 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{W. A. J. Al-Taie} and \textit{M. Farrow}, Bayesian Anal. 18, No. 2, 437--463 (2023; Zbl 07810187) Full Text: DOI Link
Saarela, Olli; Rohrbeck, Christian; Arjas, Elja Bayesian non-parametric ordinal regression under a monotonicity constraint. (English) Zbl 07810178 Bayesian Anal. 18, No. 1, 193-221 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{O. Saarela} et al., Bayesian Anal. 18, No. 1, 193--221 (2023; Zbl 07810178) Full Text: DOI arXiv Link
Jackson, Samuel E.; Vernon, Ian Efficient emulation of computer models utilising multiple known boundaries of differing dimension. (English) Zbl 07810177 Bayesian Anal. 18, No. 1, 165-191 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. E. Jackson} and \textit{I. Vernon}, Bayesian Anal. 18, No. 1, 165--191 (2023; Zbl 07810177) Full Text: DOI arXiv Link
Bradley, Jonathan R. Joint Bayesian analysis of multiple response-types using the hierarchical generalized transformation model. (English) Zbl 07809845 Bayesian Anal. 17, No. 1, 127-164 (2022). MSC: 62H11 62F15 62-08 PDFBibTeX XMLCite \textit{J. R. Bradley}, Bayesian Anal. 17, No. 1, 127--164 (2022; Zbl 07809845) Full Text: DOI Link
Lewis, John R.; MacEachern, Steven N.; Lee, Yoonkyung [Ruggeri, Fabrizio; Drovandi, Christopher; Nott, David J.; Frazier, David T.; Lavine, Michael; Jong-Min Kim; Ghosh, Malay; Ghosh, Debashis; Gugushvili, Shota; Peeters, Carel F. W.; Jewson, Jack; Rossell, David; Hazra, Arnab; Chowdhury, Kali] Bayesian restricted likelihood methods: conditioning on insufficient statistics in Bayesian regression (with discussion). (English) Zbl 07808156 Bayesian Anal. 16, No. 4, 1393-1462 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. R. Lewis} et al., Bayesian Anal. 16, No. 4, 1393--1462 (2021; Zbl 07808156) Full Text: DOI arXiv Link
Burgette, Lane F.; Puelz, David; Hahn, P. Richard A Symmetric prior for multinomial probit models. (English) Zbl 07807549 Bayesian Anal. 16, No. 3, 991-1008 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{L. F. Burgette} et al., Bayesian Anal. 16, No. 3, 991--1008 (2021; Zbl 07807549) Full Text: DOI arXiv Link
Ghosh, Riddhi Pratim; Mallick, Bani; Pourahmadi, Mohsen Bayesian estimation of correlation matrices of longitudinal data. (English) Zbl 07807538 Bayesian Anal. 16, No. 3, 1039-1058 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{R. P. Ghosh} et al., Bayesian Anal. 16, No. 3, 1039--1058 (2021; Zbl 07807538) Full Text: DOI Link
Ruggeri, Fabrizio; Sánchez-Sánchez, Marta; Sordo, Miguel Ángel; Suárez-Llorens, Alfonso On a new class of multivariate prior distributions: theory and application in reliability. (English) Zbl 1475.62166 Bayesian Anal. 16, No. 1, 31-60 (2021). MSC: 62H05 60E15 62F15 62F35 62N05 PDFBibTeX XMLCite \textit{F. Ruggeri} et al., Bayesian Anal. 16, No. 1, 31--60 (2021; Zbl 1475.62166) Full Text: DOI Euclid
Hrafnkelsson, Birgir; Siegert, Stefan; Huser, Raphaël; Bakka, Haakon; Jóhannesson, Árni V. Max-and-smooth: a two-step approach for approximate Bayesian inference in latent Gaussian models. (English) Zbl 1480.62056 Bayesian Anal. 16, No. 2, 611-638 (2021). MSC: 62F15 62H11 PDFBibTeX XMLCite \textit{B. Hrafnkelsson} et al., Bayesian Anal. 16, No. 2, 611--638 (2021; Zbl 1480.62056) Full Text: DOI arXiv
Leorato, Samantha; Mezzetti, Maura A Bayesian factor model for spatial panel data with a separable covariance approach. (English) Zbl 1480.62118 Bayesian Anal. 16, No. 2, 489-519 (2021). MSC: 62H25 62H11 62F15 62D20 62M30 62P10 62P20 PDFBibTeX XMLCite \textit{S. Leorato} and \textit{M. Mezzetti}, Bayesian Anal. 16, No. 2, 489--519 (2021; Zbl 1480.62118) Full Text: DOI
Lan, Shiwei; Holbrook, Andrew; Elias, Gabriel A.; Fortin, Norbert J.; Ombao, Hernando; Shahbaba, Babak Flexible Bayesian dynamic modeling of correlation and covariance matrices. (English) Zbl 1480.62100 Bayesian Anal. 15, No. 4, 1199-1228 (2020). MSC: 62H12 62M30 65C05 PDFBibTeX XMLCite \textit{S. Lan} et al., Bayesian Anal. 15, No. 4, 1199--1228 (2020; Zbl 1480.62100) Full Text: DOI arXiv Euclid
Moore, Camille M.; Carlson, Nichole E.; MaWhinney, Samantha; Kreidler, Sarah A Dirichlet process mixture model for non-ignorable dropout. (English) Zbl 1480.62130 Bayesian Anal. 15, No. 4, 1139-1167 (2020). MSC: 62H30 62D10 62P10 PDFBibTeX XMLCite \textit{C. M. Moore} et al., Bayesian Anal. 15, No. 4, 1139--1167 (2020; Zbl 1480.62130) Full Text: DOI Euclid
Pal, Subhadip; Sengupta, Subhajit; Mitra, Riten; Banerjee, Arunava Conjugate priors and posterior inference for the matrix Langevin distribution on the Stiefel manifold. (English) Zbl 1459.62238 Bayesian Anal. 15, No. 3, 871-908 (2020). MSC: 62R30 62H10 62H11 62F15 62P10 PDFBibTeX XMLCite \textit{S. Pal} et al., Bayesian Anal. 15, No. 3, 871--908 (2020; Zbl 1459.62238) Full Text: DOI Euclid
Heaukulani, Creighton; Roy, Daniel M. Gibbs-type Indian buffet processes. (English) Zbl 1459.60113 Bayesian Anal. 15, No. 3, 683-710 (2020). MSC: 60G57 60G09 62G05 62C10 PDFBibTeX XMLCite \textit{C. Heaukulani} and \textit{D. M. Roy}, Bayesian Anal. 15, No. 3, 683--710 (2020; Zbl 1459.60113) Full Text: DOI arXiv Euclid
Zhang, Bohai; Cressie, Noel Bayesian inference of spatio-temporal changes of arctic sea ice. (English) Zbl 1459.62212 Bayesian Anal. 15, No. 2, 605-631 (2020). MSC: 62P12 62F15 62H11 62J12 62M20 60G15 86A05 PDFBibTeX XMLCite \textit{B. Zhang} and \textit{N. Cressie}, Bayesian Anal. 15, No. 2, 605--631 (2020; Zbl 1459.62212) Full Text: DOI arXiv Euclid
Wang, Zhi-Qiang; Tang, Nian-Sheng Bayesian quantile regression with mixed discrete and nonignorable missing covariates. (English) Zbl 1459.62062 Bayesian Anal. 15, No. 2, 579-604 (2020). MSC: 62G08 62C10 62H12 62J20 62D10 PDFBibTeX XMLCite \textit{Z.-Q. Wang} and \textit{N.-S. Tang}, Bayesian Anal. 15, No. 2, 579--604 (2020; Zbl 1459.62062) Full Text: DOI Euclid
Vanhatalo, Jarno; Hartmann, Marcelo; Veneranta, Lari Additive multivariate Gaussian processes for joint species distribution modeling with heterogeneous data. (English) Zbl 1454.60050 Bayesian Anal. 15, No. 2, 415-447 (2020). MSC: 60G15 62P12 62F15 62P10 PDFBibTeX XMLCite \textit{J. Vanhatalo} et al., Bayesian Anal. 15, No. 2, 415--447 (2020; Zbl 1454.60050) Full Text: DOI arXiv Euclid
Bishoyi, Abhishek; Wang, Xiaojing; Dey, Dipak K. Learning semiparametric regression with missing covariates using Gaussian process models. (English) Zbl 1437.62137 Bayesian Anal. 15, No. 1, 215-239 (2020). MSC: 62G08 60G15 62P10 PDFBibTeX XMLCite \textit{A. Bishoyi} et al., Bayesian Anal. 15, No. 1, 215--239 (2020; Zbl 1437.62137) Full Text: DOI Euclid
Trillos, Nicolas Garcia; Sanz-Alonso, Daniel The Bayesian update: variational formulations and gradient flows. (English) Zbl 1437.62113 Bayesian Anal. 15, No. 1, 29-56 (2020). MSC: 62F15 62R30 65C05 PDFBibTeX XMLCite \textit{N. G. Trillos} and \textit{D. Sanz-Alonso}, Bayesian Anal. 15, No. 1, 29--56 (2020; Zbl 1437.62113) Full Text: DOI arXiv Euclid
Gutiérrez, Luis; Barrientos, Andrés F.; González, Jorge; Taylor-Rodríguez, Daniel A Bayesian nonparametric multiple testing procedure for comparing several treatments against a control. (English) Zbl 1421.62046 Bayesian Anal. 14, No. 2, 649-675 (2019). MSC: 62G10 62G07 62G05 PDFBibTeX XMLCite \textit{L. Gutiérrez} et al., Bayesian Anal. 14, No. 2, 649--675 (2019; Zbl 1421.62046) Full Text: DOI Euclid
Mulder, Joris; Fox, Jean-Paul Bayes factor testing of multiple intraclass correlations. (English) Zbl 1416.62353 Bayesian Anal. 14, No. 2, 521-552 (2019). MSC: 62H30 62P25 62H20 62F15 PDFBibTeX XMLCite \textit{J. Mulder} and \textit{J.-P. Fox}, Bayesian Anal. 14, No. 2, 521--552 (2019; Zbl 1416.62353) Full Text: DOI Euclid
Gutiérrez, Luis; Gutiérrez-Peña, Eduardo; Mena, Ramsés H. A Bayesian approach to statistical shape analysis via the projected normal distribution. (English) Zbl 1416.62371 Bayesian Anal. 14, No. 2, 427-447 (2019). MSC: 62H35 62F15 62J05 62P10 PDFBibTeX XMLCite \textit{L. Gutiérrez} et al., Bayesian Anal. 14, No. 2, 427--447 (2019; Zbl 1416.62371) Full Text: DOI Euclid
Wang, Chong; Blei, David M. A general method for robust Bayesian modeling. (English) Zbl 1407.62088 Bayesian Anal. 13, No. 4, 1163-1191 (2018). MSC: 62F15 62F35 62J12 PDFBibTeX XMLCite \textit{C. Wang} and \textit{D. M. Blei}, Bayesian Anal. 13, No. 4, 1163--1191 (2018; Zbl 1407.62088) Full Text: DOI arXiv Euclid
Gruber, Lutz F.; Czado, Claudia Bayesian model selection of regular vine copulas. (English) Zbl 1407.62172 Bayesian Anal. 13, No. 4, 1111-1135 (2018). MSC: 62H05 62F15 62P05 PDFBibTeX XMLCite \textit{L. F. Gruber} and \textit{C. Czado}, Bayesian Anal. 13, No. 4, 1111--1135 (2018; Zbl 1407.62172) Full Text: DOI Euclid
Fouskakis, Dimitris; Ntzoufras, Ioannis; Perrakis, Konstantinos Power-expected-posterior priors for generalized linear models. (English) Zbl 1407.62275 Bayesian Anal. 13, No. 3, 721-748 (2018). MSC: 62J12 62F15 62P10 PDFBibTeX XMLCite \textit{D. Fouskakis} et al., Bayesian Anal. 13, No. 3, 721--748 (2018; Zbl 1407.62275) Full Text: DOI arXiv Euclid
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
Drovandi, Christopher C.; Tran, Minh-Ngoc Improving the efficiency of fully Bayesian optimal design of experiments using randomised quasi-Monte Carlo. (English) Zbl 06873721 Bayesian Anal. 13, No. 1, 139-162 (2018). MSC: 62K05 62D05 PDFBibTeX XMLCite \textit{C. C. Drovandi} and \textit{M.-N. Tran}, Bayesian Anal. 13, No. 1, 139--162 (2018; Zbl 06873721) Full Text: DOI Euclid
Terres, Maria A.; Fuentes, Montserrat; Hesterberg, Dean; Polizzotto, Matthew Bayesian spectral modeling for multivariate spatial distributions of elemental concentrations in soil. (English) Zbl 1462.62709 Bayesian Anal. 13, No. 1, 1-28 (2018). MSC: 62P12 62H11 62F15 PDFBibTeX XMLCite \textit{M. A. Terres} et al., Bayesian Anal. 13, No. 1, 1--28 (2018; Zbl 1462.62709) Full Text: DOI arXiv Euclid
Cheng, Wen; Dryden, Ian L.; Huang, Xianzheng Bayesian registration of functions and curves. (English) Zbl 1357.62151 Bayesian Anal. 11, No. 2, 447-475 (2016). MSC: 62G05 62F15 PDFBibTeX XMLCite \textit{W. Cheng} et al., Bayesian Anal. 11, No. 2, 447--475 (2016; Zbl 1357.62151) Full Text: DOI arXiv Euclid
Bodnar, O.; Link, A.; Elster, C. Objective Bayesian inference for a generalized marginal random effects model. (English) Zbl 1357.62103 Bayesian Anal. 11, No. 1, 25-45 (2016). MSC: 62F15 62F25 PDFBibTeX XMLCite \textit{O. Bodnar} et al., Bayesian Anal. 11, No. 1, 25--45 (2016; Zbl 1357.62103) Full Text: DOI Euclid
Luts, J.; Wand, M. P. Variational inference for count response semiparametric regression. (English) Zbl 1335.62054 Bayesian Anal. 10, No. 4, 991-1023 (2015). MSC: 62F15 62G08 PDFBibTeX XMLCite \textit{J. Luts} and \textit{M. P. Wand}, Bayesian Anal. 10, No. 4, 991--1023 (2015; Zbl 1335.62054) Full Text: DOI arXiv Euclid
Gruber, Lutz; Czado, Claudia Sequential Bayesian model selection of regular vine copulas. (English) Zbl 1335.62048 Bayesian Anal. 10, No. 4, 937-963 (2015). MSC: 62F15 62H05 62-07 62P05 91G10 PDFBibTeX XMLCite \textit{L. Gruber} and \textit{C. Czado}, Bayesian Anal. 10, No. 4, 937--963 (2015; Zbl 1335.62048) Full Text: DOI arXiv Euclid
Williamson, Daniel; Goldstein, Michael Posterior belief assessment: extracting meaningful subjective judgements from Bayesian analyses with complex statistical models. (English) Zbl 1335.62024 Bayesian Anal. 10, No. 4, 877-908 (2015). MSC: 62C10 65C60 65C05 PDFBibTeX XMLCite \textit{D. Williamson} and \textit{M. Goldstein}, Bayesian Anal. 10, No. 4, 877--908 (2015; Zbl 1335.62024) Full Text: DOI arXiv Euclid
DeYoreo, Maria; Kottas, Athanasios A fully nonparametric modeling approach to binary regression. (English) Zbl 1334.62035 Bayesian Anal. 10, No. 4, 821-847 (2015). MSC: 62G05 62F15 62G08 PDFBibTeX XMLCite \textit{M. DeYoreo} and \textit{A. Kottas}, Bayesian Anal. 10, No. 4, 821--847 (2015; Zbl 1334.62035) Full Text: DOI arXiv Euclid
Bernardi, Mauro; Gayraud, Ghislaine; Petrella, Lea Bayesian tail risk interdependence using quantile regression. (English) Zbl 1335.62013 Bayesian Anal. 10, No. 3, 553-603 (2015). MSC: 62C10 62G32 62F15 62P05 91G70 91B30 PDFBibTeX XMLCite \textit{M. Bernardi} et al., Bayesian Anal. 10, No. 3, 553--603 (2015; Zbl 1335.62013) Full Text: DOI Euclid
Page, Garritt L.; Quintana, Fernando A. Predictions based on the clustering of heterogeneous functions via shape and subject-specific covariates. (English) Zbl 1336.62251 Bayesian Anal. 10, No. 2, 379-410 (2015). MSC: 62P99 62H30 62N01 62G05 PDFBibTeX XMLCite \textit{G. L. Page} and \textit{F. A. Quintana}, Bayesian Anal. 10, No. 2, 379--410 (2015; Zbl 1336.62251) Full Text: DOI arXiv Euclid
Holmes, Chris C.; Caron, François; Griffin, Jim E.; Stephens, David A. Two-sample Bayesian nonparametric hypothesis testing. (English) Zbl 1334.62082 Bayesian Anal. 10, No. 2, 297-320 (2015). MSC: 62G10 62C10 PDFBibTeX XMLCite \textit{C. C. Holmes} et al., Bayesian Anal. 10, No. 2, 297--320 (2015; Zbl 1334.62082) Full Text: DOI arXiv Euclid
Zhang, Zhihua; Li, Jin Compound Poisson processes, latent shrinkage priors and Bayesian nonconvex penalization. (English) Zbl 1335.62073 Bayesian Anal. 10, No. 2, 247-274 (2015). MSC: 62F15 62G05 62J07 60G51 PDFBibTeX XMLCite \textit{Z. Zhang} and \textit{J. Li}, Bayesian Anal. 10, No. 2, 247--274 (2015; Zbl 1335.62073) Full Text: DOI arXiv Euclid
McKinley, Trevelyan J.; Morters, Michelle; Wood, James L. N. Bayesian model choice in cumulative link ordinal regression models. (English) Zbl 1334.62141 Bayesian Anal. 10, No. 1, 1-30 (2015). MSC: 62J12 62F15 62C10 PDFBibTeX XMLCite \textit{T. J. McKinley} et al., Bayesian Anal. 10, No. 1, 1--30 (2015; Zbl 1334.62141) Full Text: DOI arXiv Euclid
Tan, Linda S. L.; Nott, David J. A stochastic variational framework for fitting and diagnosing generalized linear mixed models. (English) Zbl 1327.62167 Bayesian Anal. 9, No. 4, 963-1004 (2014). MSC: 62F15 62J12 62J20 PDFBibTeX XMLCite \textit{L. S. L. Tan} and \textit{D. J. Nott}, Bayesian Anal. 9, No. 4, 963--1004 (2014; Zbl 1327.62167) Full Text: DOI arXiv Euclid
Hanson, Timothy E.; Branscum, Adam J.; Johnson, Wesley O. Informative \(g\)-priors for logistic regression. (English) Zbl 1327.62395 Bayesian Anal. 9, No. 3, 597-612 (2014). MSC: 62J02 62J12 62F15 PDFBibTeX XMLCite \textit{T. E. Hanson} et al., Bayesian Anal. 9, No. 3, 597--612 (2014; Zbl 1327.62395) Full Text: DOI Euclid
Song, Xin-Yuan; Cai, Jing-Heng; Feng, Xiang-Nan; Jiang, Xue-Jun Bayesian analysis of the functional-coefficient autoregressive heteroscedastic model. (English) Zbl 1327.62166 Bayesian Anal. 9, No. 2, 371-396 (2014). MSC: 62F15 62G05 60J22 62M10 62P05 PDFBibTeX XMLCite \textit{X.-Y. Song} et al., Bayesian Anal. 9, No. 2, 371--396 (2014; Zbl 1327.62166) Full Text: DOI Euclid
Zhang, Zhihua; Wang, Dakan; Dai, Guang; Jordan, Michael I. Matrix-variate Dirichlet process priors with applications. (English) Zbl 1327.62175 Bayesian Anal. 9, No. 2, 259-286 (2014). MSC: 62F15 62G08 60B20 60G57 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Bayesian Anal. 9, No. 2, 259--286 (2014; Zbl 1327.62175) Full Text: DOI Euclid
Wooff, David A. Bayes linear sufficiency in non-exchangeable multivariate multiple regressions. (English) Zbl 1327.62172 Bayesian Anal. 9, No. 1, 77-96 (2014). MSC: 62F15 62J05 62J20 62L05 60G09 PDFBibTeX XMLCite \textit{D. A. Wooff}, Bayesian Anal. 9, No. 1, 77--96 (2014; Zbl 1327.62172) Full Text: DOI Euclid
Barclay, Lorna M.; Hutton, Jane L.; Smith, Jim Q. Chain event graphs for informed missingness. (English) Zbl 1327.62029 Bayesian Anal. 9, No. 1, 53-76 (2014). MSC: 62A09 62F15 62P10 PDFBibTeX XMLCite \textit{L. M. Barclay} et al., Bayesian Anal. 9, No. 1, 53--76 (2014; Zbl 1327.62029) Full Text: DOI Euclid