Berg, Stephen; Song, Hyebin Efficient shape-constrained inference for the autocovariance sequence from a reversible Markov chain. (English) Zbl 07783622 Ann. Stat. 51, No. 6, 2440-2470 (2023). MSC: 62G05 60J05 60J22 PDFBibTeX XMLCite \textit{S. Berg} and \textit{H. Song}, Ann. Stat. 51, No. 6, 2440--2470 (2023; Zbl 07783622) Full Text: DOI arXiv Link
Biron-Lattes, Miguel; Bouchard-Côté, Alexandre; Campbell, Trevor Pseudo-marginal inference for CTMCs on infinite spaces via monotonic likelihood approximations. (English) Zbl 07747454 J. Comput. Graph. Stat. 32, No. 2, 513-527 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Biron-Lattes} et al., J. Comput. Graph. Stat. 32, No. 2, 513--527 (2023; Zbl 07747454) Full Text: DOI arXiv
Khan, Kori; Calder, Catherine A. Restricted spatial regression methods: implications for inference. (English) Zbl 1524.62251 J. Am. Stat. Assoc. 117, No. 537, 482-494 (2022). MSC: 62H11 62M30 PDFBibTeX XMLCite \textit{K. Khan} and \textit{C. A. Calder}, J. Am. Stat. Assoc. 117, No. 537, 482--494 (2022; Zbl 1524.62251) Full Text: DOI arXiv
Agarwal, Medha; Vats, Dootika Globally centered autocovariances in MCMC. (English) Zbl 07633196 J. Comput. Graph. Stat. 31, No. 3, 629-638 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Agarwal} and \textit{D. Vats}, J. Comput. Graph. Stat. 31, No. 3, 629--638 (2022; Zbl 07633196) Full Text: DOI arXiv
Würth, Alexandra; Binois, Mickaël; Goatin, Paola; Göttlich, Simone Data-driven uncertainty quantification in macroscopic traffic flow models. (English) Zbl 1501.35460 Adv. Comput. Math. 48, No. 6, Paper No. 75, 26 p. (2022). MSC: 35R30 35L65 62F15 76A30 PDFBibTeX XMLCite \textit{A. Würth} et al., Adv. Comput. Math. 48, No. 6, Paper No. 75, 26 p. (2022; Zbl 1501.35460) Full Text: DOI
Hughes, John Sklar’s omega: a Gaussian copula-based framework for assessing agreement. (English) Zbl 1490.62016 Stat. Comput. 32, No. 3, Paper No. 46, 17 p. (2022). MSC: 62-08 62H20 62H05 PDFBibTeX XMLCite \textit{J. Hughes}, Stat. Comput. 32, No. 3, Paper No. 46, 17 p. (2022; Zbl 1490.62016) Full Text: DOI arXiv
Liu, Ying; Vats, Dootika; Flegal, James M. Batch size selection for variance estimators in MCMC. (English) Zbl 1493.62130 Methodol. Comput. Appl. Probab. 24, No. 1, 65-93 (2022). MSC: 62F15 60J22 PDFBibTeX XMLCite \textit{Y. Liu} et al., Methodol. Comput. Appl. Probab. 24, No. 1, 65--93 (2022; Zbl 1493.62130) Full Text: DOI arXiv
Dai, Ning; Kang, Hakmook; Jones, Galin L.; Fiecas, Mark B. A Bayesian latent spatial model for mapping the cortical signature of progression to Alzheimer’s disease. (English. French summary) Zbl 07759568 Can. J. Stat. 49, No. 1, 46-62 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{N. Dai} et al., Can. J. Stat. 49, No. 1, 46--62 (2021; Zbl 07759568) Full Text: DOI
Jin, Rui; Tan, Aixin Fast Markov chain Monte Carlo for high-dimensional Bayesian regression models with shrinkage priors. (English) Zbl 07499907 J. Comput. Graph. Stat. 30, No. 3, 632-646 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Jin} and \textit{A. Tan}, J. Comput. Graph. Stat. 30, No. 3, 632--646 (2021; Zbl 07499907) Full Text: DOI arXiv
Xia, Wei; Doss, Hani Scalable hyperparameter selection for latent Dirichlet allocation. (English) Zbl 07500363 J. Comput. Graph. Stat. 29, No. 4, 875-895 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Xia} and \textit{H. Doss}, J. Comput. Graph. Stat. 29, No. 4, 875--895 (2020; Zbl 07500363) Full Text: DOI
Kunkel, Deborah; Peruggia, Mario Anchored Bayesian Gaussian mixture models. (English) Zbl 1452.62453 Electron. J. Stat. 14, No. 2, 3869-3913 (2020). MSC: 62H30 62P35 85A35 PDFBibTeX XMLCite \textit{D. Kunkel} and \textit{M. Peruggia}, Electron. J. Stat. 14, No. 2, 3869--3913 (2020; Zbl 1452.62453) Full Text: DOI arXiv Euclid
Park, Joonha; Atchadé, Yves Markov chain Monte Carlo algorithms with sequential proposals. (English) Zbl 1452.62108 Stat. Comput. 30, No. 5, 1325-1345 (2020). MSC: 62-08 65C05 65C40 PDFBibTeX XMLCite \textit{J. Park} and \textit{Y. Atchadé}, Stat. Comput. 30, No. 5, 1325--1345 (2020; Zbl 1452.62108) Full Text: DOI arXiv
Kowal, Daniel R.; Canale, Antonio Simultaneous transformation and rounding (STAR) models for integer-valued data. (English) Zbl 1439.62102 Electron. J. Stat. 14, No. 1, 1744-1772 (2020). MSC: 62G08 62M20 62N01 62P12 PDFBibTeX XMLCite \textit{D. R. Kowal} and \textit{A. Canale}, Electron. J. Stat. 14, No. 1, 1744--1772 (2020; Zbl 1439.62102) Full Text: DOI arXiv Euclid
Neelon, Brian Bayesian zero-inflated negative binomial regression based on Pólya-gamma mixtures. (English) Zbl 1421.62077 Bayesian Anal. 14, No. 3, 829-855 (2019). MSC: 62H30 62J02 62H11 62E15 62P10 PDFBibTeX XMLCite \textit{B. Neelon}, Bayesian Anal. 14, No. 3, 829--855 (2019; Zbl 1421.62077) Full Text: DOI Euclid
Bezener, Martin; Hughes, John; Jones, Galin [Prado; Raquel; Sidén, Per; Villani, Mattias; Vannucci, Marina; Kook, Jeong Hwan; Hinne, Max; Janssen, Ronald J.; Mohammadi, Reza; Brown, D. Andrew; Lazar, Nicole A.; Gasperoni, Francesca; Luati, Alessandra] Bayesian spatiotemporal modeling using hierarchical spatial priors, with applications to functional magnetic resonance imaging (with discussion). (English) Zbl 1407.62072 Bayesian Anal. 13, No. 4, 1261-1313 (2018). MSC: 62F15 62M40 62P35 PDFBibTeX XMLCite \textit{M. Bezener} et al., Bayesian Anal. 13, No. 4, 1261--1313 (2018; Zbl 1407.62072) Full Text: DOI Euclid
Zhang, Quan; Zhou, Mingyuan Permuted and augmented stick-breaking Bayesian multinomial regression. (English) Zbl 1473.62259 J. Mach. Learn. Res. 18(2017-2018), Paper No. 204, 33 p. (2018). MSC: 62J12 62G08 PDFBibTeX XMLCite \textit{Q. Zhang} and \textit{M. Zhou}, J. Mach. Learn. Res. 18, Paper No. 204, 33 p. (2018; Zbl 1473.62259) Full Text: arXiv Link
George, Clint P.; Doss, Hani Principled selection of hyperparameters in the latent Dirichlet allocation model. (English) Zbl 1471.62283 J. Mach. Learn. Res. 18(2017-2018), Paper No. 162, 38 p. (2018). MSC: 62F15 60J22 68T05 PDFBibTeX XMLCite \textit{C. P. George} and \textit{H. Doss}, J. Mach. Learn. Res. 18, Paper No. 162, 38 p. (2018; Zbl 1471.62283) Full Text: Link
Link, William A.; Converse, Sarah J.; Yackel Adams, Amy A.; Hostetter, Nathan J. Analysis of population change and movement using robust design removal data. (English) Zbl 1426.62322 J. Agric. Biol. Environ. Stat. 23, No. 4, 463-477 (2018). MSC: 62P10 PDFBibTeX XMLCite \textit{W. A. Link} et al., J. Agric. Biol. Environ. Stat. 23, No. 4, 463--477 (2018; Zbl 1426.62322) Full Text: DOI
Bouchard-Côté, Alexandre; Vollmer, Sebastian J.; Doucet, Arnaud The bouncy particle sampler: a nonreversible rejection-free Markov chain Monte Carlo method. (English) Zbl 1398.60084 J. Am. Stat. Assoc. 113, No. 522, 855-867 (2018). MSC: 60J22 60G55 62F15 62H99 PDFBibTeX XMLCite \textit{A. Bouchard-Côté} et al., J. Am. Stat. Assoc. 113, No. 522, 855--867 (2018; Zbl 1398.60084) Full Text: DOI arXiv Link
Zhou, Haiming; Hanson, Timothy A unified framework for Fitting Bayesian semiparametric models to arbitrarily censored survival data, including spatially referenced data. (English) Zbl 1398.62266 J. Am. Stat. Assoc. 113, No. 522, 571-581 (2018). MSC: 62N01 62-04 62F15 62M10 62M30 62N05 PDFBibTeX XMLCite \textit{H. Zhou} and \textit{T. Hanson}, J. Am. Stat. Assoc. 113, No. 522, 571--581 (2018; Zbl 1398.62266) Full Text: DOI arXiv
Liu, Zhuqing; Berrocal, Veronica J.; Bartsch, Andreas J.; Johnson, Timothy D. Pre-surgical fMRI data analysis using a spatially adaptive conditionally autoregressive model. (English) Zbl 1359.62407 Bayesian Anal. 11, No. 2, 599-625 (2016). MSC: 62M40 62F15 62P10 PDFBibTeX XMLCite \textit{Z. Liu} et al., Bayesian Anal. 11, No. 2, 599--625 (2016; Zbl 1359.62407) Full Text: DOI Euclid
Tan, Aixin; Huang, Jian Bayesian inference for high-dimensional linear regression under mnet priors. (English. French summary) Zbl 1357.62133 Can. J. Stat. 44, No. 2, 180-197 (2016). MSC: 62F15 60J22 62J07 65C05 PDFBibTeX XMLCite \textit{A. Tan} and \textit{J. Huang}, Can. J. Stat. 44, No. 2, 180--197 (2016; Zbl 1357.62133) Full Text: DOI
Ghosh, Joyee; Tan, Aixin Sandwich algorithms for Bayesian variable selection. (English) Zbl 1507.62060 Comput. Stat. Data Anal. 81, 76-88 (2015). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{J. Ghosh} and \textit{A. Tan}, Comput. Stat. Data Anal. 81, 76--88 (2015; Zbl 1507.62060) Full Text: DOI
Craiu, Radu V.; Gray, Lawrence; Łatuszyński, Krzysztof; Madras, Neal; Roberts, Gareth O.; Rosenthal, Jeffrey S. Stability of adversarial Markov chains, with an application to adaptive MCMC algorithms. (English) Zbl 1328.60169 Ann. Appl. Probab. 25, No. 6, 3592-3623 (2015). MSC: 60J05 60J22 62F10 62F15 65C40 65C05 PDFBibTeX XMLCite \textit{R. V. Craiu} et al., Ann. Appl. Probab. 25, No. 6, 3592--3623 (2015; Zbl 1328.60169) Full Text: DOI arXiv Euclid
Johnson, Alicia A.; Jones, Galin L. Geometric ergodicity of random scan Gibbs samplers for hierarchical one-way random effects models. (English) Zbl 1339.60101 J. Multivariate Anal. 140, 325-342 (2015). MSC: 60J05 60J22 62F15 65C40 65C05 PDFBibTeX XMLCite \textit{A. A. Johnson} and \textit{G. L. Jones}, J. Multivariate Anal. 140, 325--342 (2015; Zbl 1339.60101) Full Text: DOI
Doss, Charles R.; Flegal, James M.; Jones, Galin L.; Neath, Ronald C. Markov chain Monte Carlo estimation of quantiles. (English) Zbl 1329.62363 Electron. J. Stat. 8, No. 2, 2448-2478 (2014). MSC: 62M05 60J22 65C60 PDFBibTeX XMLCite \textit{C. R. Doss} et al., Electron. J. Stat. 8, No. 2, 2448--2478 (2014; Zbl 1329.62363) Full Text: DOI arXiv Euclid
Roy, Vivekananda Convergence rates for MCMC algorithms for a robust Bayesian binary regression model. (English) Zbl 1295.60089 Electron. J. Stat. 6, 2463-2485 (2012). MSC: 60J27 62F15 62J02 60J22 PDFBibTeX XMLCite \textit{V. Roy}, Electron. J. Stat. 6, 2463--2485 (2012; Zbl 1295.60089) Full Text: DOI Euclid