Wee, Damien C. H.; Chen, Feng; Dunsmuir, William T. M. Estimating \(\operatorname{GARCH}(1, 1)\) in the presence of missing data. (English) Zbl 07789396 Ann. Appl. Stat. 17, No. 3, 2596-2618 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{D. C. H. Wee} et al., Ann. Appl. Stat. 17, No. 3, 2596--2618 (2023; Zbl 07789396) Full Text: DOI
Tenzer, Yaniv; Mandel, Micha; Zuk, Or Testing independence under biased sampling. (English) Zbl 1515.62093 J. Am. Stat. Assoc. 117, No. 540, 2194-2206 (2022). MSC: 62N03 62G10 62F03 62P10 PDFBibTeX XMLCite \textit{Y. Tenzer} et al., J. Am. Stat. Assoc. 117, No. 540, 2194--2206 (2022; Zbl 1515.62093) Full Text: DOI arXiv
Man, Albert Xingyi; Culpepper, Steven Andrew A mode-jumping algorithm for Bayesian factor analysis. (English) Zbl 1506.62326 J. Am. Stat. Assoc. 117, No. 537, 277-290 (2022). MSC: 62H25 PDFBibTeX XMLCite \textit{A. X. Man} and \textit{S. A. Culpepper}, J. Am. Stat. Assoc. 117, No. 537, 277--290 (2022; Zbl 1506.62326) Full Text: DOI
Garthoff, Robert; Otto, Philipp Spatiotemporal procedures for the statistical surveillance of spatial autoregressive models with heavy tails. (English) Zbl 07603840 Commun. Stat., Simulation Comput. 51, No. 10, 5709-5737 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Garthoff} and \textit{P. Otto}, Commun. Stat., Simulation Comput. 51, No. 10, 5709--5737 (2022; Zbl 07603840) Full Text: DOI
Englezou, Yiolanda; Waite, Timothy W.; Woods, David C. Approximate Laplace importance sampling for the estimation of expected Shannon information gain in high-dimensional Bayesian design for nonlinear models. (English) Zbl 1496.62010 Stat. Comput. 32, No. 5, Paper No. 82, 15 p. (2022). MSC: 62-08 62K05 PDFBibTeX XMLCite \textit{Y. Englezou} et al., Stat. Comput. 32, No. 5, Paper No. 82, 15 p. (2022; Zbl 1496.62010) 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
Brown, D. Andrew; McMahan, Christopher S.; Watson Self, Stella Sampling strategies for fast updating of Gaussian Markov random fields. (English) Zbl 07632834 Am. Stat. 75, No. 1, 52-65 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{D. A. Brown} et al., Am. Stat. 75, No. 1, 52--65 (2021; Zbl 07632834) Full Text: DOI arXiv
Osmundsen, Kjartan Kloster; Kleppe, Tore Selland; Oglend, Atle MCMC for Markov-switching models – Gibbs sampling vs. marginalized likelihood. (English) Zbl 1489.62286 Commun. Stat., Simulation Comput. 50, No. 3, 669-690 (2021). MSC: 62M10 62F15 62P20 65C05 65C40 PDFBibTeX XMLCite \textit{K. K. Osmundsen} et al., Commun. Stat., Simulation Comput. 50, No. 3, 669--690 (2021; Zbl 1489.62286) Full Text: DOI
Holbrook, Andrew J.; Lemey, Philippe; Baele, Guy; Dellicour, Simon; Brockmann, Dirk; Rambaut, Andrew; Suchard, Marc A. Massive parallelization boosts big Bayesian multidimensional scaling. (English) Zbl 07499878 J. Comput. Graph. Stat. 30, No. 1, 11-24 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{A. J. Holbrook} et al., J. Comput. Graph. Stat. 30, No. 1, 11--24 (2021; Zbl 07499878) Full Text: DOI Link
Park, Jaewoo; Haran, Murali Reduced-dimensional Monte Carlo maximum likelihood for latent Gaussian random field models. (English) Zbl 07499859 J. Comput. Graph. Stat. 30, No. 2, 269-283 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Park} and \textit{M. Haran}, J. Comput. Graph. Stat. 30, No. 2, 269--283 (2021; Zbl 07499859) Full Text: DOI arXiv
Park, Jaewoo; Haran, Murali A function emulation approach for doubly intractable distributions. (English) Zbl 07499272 J. Comput. Graph. Stat. 29, No. 1, 66-77 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Park} and \textit{M. Haran}, J. Comput. Graph. Stat. 29, No. 1, 66--77 (2020; Zbl 07499272) Full Text: DOI arXiv
Andersson, Claes; Mrkvička, Tomáš Inference for cluster point processes with over- or under-dispersed cluster sizes. (English) Zbl 1452.62431 Stat. Comput. 30, No. 6, 1573-1590 (2020). MSC: 62H30 60G55 65C05 PDFBibTeX XMLCite \textit{C. Andersson} and \textit{T. Mrkvička}, Stat. Comput. 30, No. 6, 1573--1590 (2020; Zbl 1452.62431) Full Text: DOI
Chen, Zhe; Doss, Hani Inference for the number of topics in the latent Dirichlet allocation model via Bayesian mixture modeling. (English) Zbl 07499077 J. Comput. Graph. Stat. 28, No. 3, 567-585 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Chen} and \textit{H. Doss}, J. Comput. Graph. Stat. 28, No. 3, 567--585 (2019; Zbl 07499077) Full Text: DOI
Hosszejni, Darjus; Kastner, Gregor Approaches toward the Bayesian estimation of the stochastic volatility model with leverage. (English) Zbl 1435.62109 Argiento, Raffaele (ed.) et al., Bayesian statistics and new generations. BAYSM 2018. Selected contributions of the 4th Bayesian Young Statistician Meeting conference, Warwick, UK, July 2–3, 2018. Cham: Springer. Springer Proc. Math. Stat. 296, 75-83 (2019). MSC: 62F15 62P05 PDFBibTeX XMLCite \textit{D. Hosszejni} and \textit{G. Kastner}, Springer Proc. Math. Stat. 296, 75--83 (2019; Zbl 1435.62109) Full Text: DOI arXiv Link
Chakraborty, Saptarshi; Khare, Kshitij Consistent estimation of the spectrum of trace class data augmentation algorithms. (English) Zbl 1428.62409 Bernoulli 25, No. 4B, 3832-3863 (2019). MSC: 62M15 65C05 60J10 60J22 62M05 PDFBibTeX XMLCite \textit{S. Chakraborty} and \textit{K. Khare}, Bernoulli 25, No. 4B, 3832--3863 (2019; Zbl 1428.62409) Full Text: DOI arXiv Euclid
Bauer, Verena; Fürlinger, Karl; Kauermann, Göran A note on parallel sampling in Markov graphs. (English) Zbl 1505.62053 Comput. Stat. 34, No. 3, 1087-1107 (2019). MSC: 62-08 05C80 PDFBibTeX XMLCite \textit{V. Bauer} et al., Comput. Stat. 34, No. 3, 1087--1107 (2019; Zbl 1505.62053) Full Text: DOI
Rizzo, Maria L. Statistical computing with R. 2nd edition. (English) Zbl 1409.62004 Chapman & Hall/CRC The R Series. Boca Raton, FL: CRC Press (ISBN 978-1-4665-5332-3/hbk). xiv, 474 p. (2019). MSC: 62-01 62-04 62-08 65C05 PDFBibTeX XMLCite \textit{M. L. Rizzo}, Statistical computing with R. 2nd edition. Boca Raton, FL: CRC Press (2019; Zbl 1409.62004)
Popuri, Sai K.; Raim, Andrew M.; Neerchal, Nagaraj K.; Gobbert, Matthias K. Parallelizing computation of expected values in recombinant binomial trees. (English) Zbl 07192573 J. Stat. Comput. Simulation 88, No. 4, 657-674 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{S. K. Popuri} et al., J. Stat. Comput. Simulation 88, No. 4, 657--674 (2018; Zbl 07192573) Full Text: DOI arXiv
Park, Jaewoo; Haran, Murali Bayesian inference in the presence of intractable normalizing functions. (English) Zbl 1402.62046 J. Am. Stat. Assoc. 113, No. 523, 1372-1390 (2018). MSC: 62F15 62-04 90C35 PDFBibTeX XMLCite \textit{J. Park} and \textit{M. Haran}, J. Am. Stat. Assoc. 113, No. 523, 1372--1390 (2018; Zbl 1402.62046) Full Text: DOI arXiv
Kahle, David; Yoshida, Ruriko; Garcia-Puente, Luis Hybrid schemes for exact conditional inference in discrete exponential families. (English) Zbl 1403.62106 Ann. Inst. Stat. Math. 70, No. 5, 983-1011 (2018). MSC: 62H17 62L12 PDFBibTeX XMLCite \textit{D. Kahle} et al., Ann. Inst. Stat. Math. 70, No. 5, 983--1011 (2018; Zbl 1403.62106) Full Text: DOI
Parisi, Antonio; Liseo, B. Objective Bayesian analysis for the multivariate skew-\(t\) model. (English) Zbl 1396.62043 Stat. Methods Appl. 27, No. 2, 277-295 (2018). MSC: 62F15 62H10 62H12 PDFBibTeX XMLCite \textit{A. Parisi} and \textit{B. Liseo}, Stat. Methods Appl. 27, No. 2, 277--295 (2018; Zbl 1396.62043) Full Text: DOI arXiv
Cassese, Alberto; Guindani, Michele; Vannucci, Marina iBATCGH: integrative Bayesian analysis of transcriptomic and CGH data. (English) Zbl 1357.62010 Frigessi, Arnoldo (ed.) et al., Statistical analysis for high dimensional data. The Abel symposium 2014. Selected papers based on the presentations at the 11th Abel symposium, Kabelvåg, Norway, May 5 – May 9, 2014. Cham: Springer (ISBN 978-3-319-27097-5/hbk; 978-3-319-27099-9/ebook). Abel Symposia 11, 105-123 (2016). MSC: 62-04 62C10 62P10 62F15 65C05 60J05 PDFBibTeX XMLCite \textit{A. Cassese} et al., Abel Symp. 11, 105--123 (2016; Zbl 1357.62010) Full Text: DOI
Kastner, Gregor; Frühwirth-Schnatter, Sylvia Ancillarity-sufficiency interweaving strategy (ASIS) for boosting MCMC estimation of stochastic volatility models. (English) Zbl 1506.62094 Comput. Stat. Data Anal. 76, 408-423 (2014). MSC: 62-08 62P05 62F15 65C05 65C40 PDFBibTeX XMLCite \textit{G. Kastner} and \textit{S. Frühwirth-Schnatter}, Comput. Stat. Data Anal. 76, 408--423 (2014; Zbl 1506.62094) Full Text: DOI arXiv