Alhamzawi, Rahim The reciprocal Bayesian bridge for left-censored data. (English) Zbl 07739538 Commun. Stat., Simulation Comput. 52, No. 8, 3520-3528 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Alhamzawi}, Commun. Stat., Simulation Comput. 52, No. 8, 3520--3528 (2023; Zbl 07739538) Full Text: DOI
Zhou, Fei; Ren, Jie; Ma, Shuangge; Wu, Cen The Bayesian regularized quantile varying coefficient model. (English) Zbl 07737942 Comput. Stat. Data Anal. 187, Article ID 107808, 32 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{F. Zhou} et al., Comput. Stat. Data Anal. 187, Article ID 107808, 32 p. (2023; Zbl 07737942) Full Text: DOI arXiv
Di Brisco, Agnese Maria; Bongiorno, Enea Giuseppe; Goia, Aldo; Migliorati, Sonia Bayesian flexible beta regression model with functional covariate. (English) Zbl 07732378 Comput. Stat. 38, No. 2, 623-645 (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{A. M. Di Brisco} et al., Comput. Stat. 38, No. 2, 623--645 (2023; Zbl 07732378) Full Text: DOI
Li, Xun; Ghosh, Joyee; Villarini, Gabriele Bayesian negative binomial regression model with unobserved covariates for predicting the frequency of north atlantic tropical storms. (English) Zbl 07720120 J. Appl. Stat. 50, No. 9, 2014-2035 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Li} et al., J. Appl. Stat. 50, No. 9, 2014--2035 (2023; Zbl 07720120) Full Text: DOI
Cui, Di; Tee, Clarence The expectation-maximization approach for Bayesian additive Cox regression with current status data. (English) Zbl 07716677 J. Korean Stat. Soc. 52, No. 2, 361-381 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Cui} and \textit{C. Tee}, J. Korean Stat. Soc. 52, No. 2, 361--381 (2023; Zbl 07716677) Full Text: DOI
Yimer, Belay Birlie; Otava, Martin; Degefa, Teshome; Yewhalaw, Delenasaw; Shkedy, Ziv Bayesian model averaging in longitudinal studies using Bayesian variable selection methods. (English) Zbl 07714528 Commun. Stat., Simulation Comput. 52, No. 6, 2646-2665 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{B. B. Yimer} et al., Commun. Stat., Simulation Comput. 52, No. 6, 2646--2665 (2023; Zbl 07714528) Full Text: DOI
Park, Yeonjoo; Li, Bo; Li, Yehua Crop yield prediction using Bayesian spatially varying coefficient models with functional predictors. (English) Zbl 1514.62180 J. Am. Stat. Assoc. 118, No. 541, 70-83 (2023). MSC: 62M30 62P12 PDF BibTeX XML Cite \textit{Y. Park} et al., J. Am. Stat. Assoc. 118, No. 541, 70--83 (2023; Zbl 1514.62180) Full Text: DOI
Kejzlar, Vojtech; Bhattacharya, Shrijita; Son, Mookyong; Maiti, Tapabrata Black box variational Bayesian model averaging. (English) Zbl 07699836 Am. Stat. 77, No. 1, 85-96 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{V. Kejzlar} et al., Am. Stat. 77, No. 1, 85--96 (2023; Zbl 07699836) Full Text: DOI arXiv
Mulder, Joris Bayesian testing of linear versus nonlinear effects using Gaussian process priors. (English) Zbl 07699827 Am. Stat. 77, No. 1, 1-11 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Mulder}, Am. Stat. 77, No. 1, 1--11 (2023; Zbl 07699827) Full Text: DOI arXiv
Lu, Zihang; Lou, Wendy Bayesian approaches to variable selection in mixture models with application to disease clustering. (English) Zbl 07698010 J. Appl. Stat. 50, No. 2, 387-407 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Lu} and \textit{W. Lou}, J. Appl. Stat. 50, No. 2, 387--407 (2023; Zbl 07698010) Full Text: DOI
Geng, Shuli; Zhang, Lixin Bayesian estimation for longitudinal data in a joint model with HPCs. (English) Zbl 07687631 Statistics 57, No. 2, 375-387 (2023). MSC: 62F15 PDF BibTeX XML Cite \textit{S. Geng} and \textit{L. Zhang}, Statistics 57, No. 2, 375--387 (2023; Zbl 07687631) Full Text: DOI
Lei, Bo; Lan, Wei; Fang, Nengsheng; Zhou, Jing Polynomial network autoregressive models with divergent orders. (English) Zbl 07685350 Sci. China, Math. 66, No. 5, 1073-1086 (2023). MSC: 62H11 62F07 62F12 PDF BibTeX XML Cite \textit{B. Lei} et al., Sci. China, Math. 66, No. 5, 1073--1086 (2023; Zbl 07685350) Full Text: DOI
Llorente, F.; Martino, L.; Delgado, D.; López-Santiago, J. Marginal likelihood computation for model selection and hypothesis testing: an extensive review. (English) Zbl 07669666 SIAM Rev. 65, No. 1, 3-58 (2023). MSC: 62-02 62F03 62F15 65C05 65C20 65C40 65C60 PDF BibTeX XML Cite \textit{F. Llorente} et al., SIAM Rev. 65, No. 1, 3--58 (2023; Zbl 07669666) Full Text: DOI arXiv
Pedone, Matteo; Amedei, Amedeo; Stingo, Francesco C. Subject-specific Dirichlet-multinomial regression for multi-district microbiota data analysis. (English) Zbl 07656988 Ann. Appl. Stat. 17, No. 1, 539-559 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{M. Pedone} et al., Ann. Appl. Stat. 17, No. 1, 539--559 (2023; Zbl 07656988) Full Text: DOI
Banerjee, Ishani; Walter, Peter; Guthke, Anneli; Mumford, Kevin G.; Nowak, Wolfgang The method of forced probabilities: a computation trick for Bayesian model evidence. (English) Zbl 1504.62119 Comput. Geosci. 27, No. 1, 45-62 (2023). MSC: 62K05 62F15 62F35 65C20 PDF BibTeX XML Cite \textit{I. Banerjee} et al., Comput. Geosci. 27, No. 1, 45--62 (2023; Zbl 1504.62119) Full Text: DOI
Ji, Ruolei; Karam, Lina J. Learning-based visual compression. (English) Zbl 07644936 Found. Trends Comput. Graph. Vis. 15, No. 1, 1-112 (2023). MSC: 68-XX PDF BibTeX XML Cite \textit{R. Ji} and \textit{L. J. Karam}, Found. Trends Comput. Graph. Vis. 15, No. 1, 1--112 (2023; Zbl 07644936) Full Text: DOI
Bomarito, G. F.; Leser, P. E.; Strauss, N. C. M.; Garbrecht, K. M.; Hochhalter, J. D. Automated learning of interpretable models with quantified uncertainty. (English) Zbl 07644193 Comput. Methods Appl. Mech. Eng. 403, Part A, Article ID 115732, 18 p. (2023). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{G. F. Bomarito} et al., Comput. Methods Appl. Mech. Eng. 403, Part A, Article ID 115732, 18 p. (2023; Zbl 07644193) Full Text: DOI arXiv
Sen, Rituparna; Das, Sourish Computational finance with R. (English) Zbl 07555501 Indian Statistical Institute Series. Singapore: Springer (ISBN 978-981-19-2007-3/hbk; 978-981-19-2008-0/ebook). xiii, 353 p. (2023). Reviewer: Nikolay Kyurkchiev (Plovdiv) MSC: 91-02 65-02 62-02 91G60 65R20 65M06 65C05 91G20 90C05 62P05 62F15 62D05 62F40 91G10 91-04 PDF BibTeX XML Cite \textit{R. Sen} and \textit{S. Das}, Computational finance with R. Singapore: Springer (2023; Zbl 07555501) Full Text: DOI
Ray, Kolyan; Szabó, Botond Variational Bayes for high-dimensional linear regression with sparse priors. (English) Zbl 1506.62341 J. Am. Stat. Assoc. 117, No. 539, 1270-1281 (2022); correction ibid. 116, No. 535, 1560 (2021). MSC: 62J05 62F15 62-08 PDF BibTeX XML Cite \textit{K. Ray} and \textit{B. Szabó}, J. Am. Stat. Assoc. 117, No. 539, 1270--1281 (2022; Zbl 1506.62341) Full Text: DOI arXiv
Yamada, Hiroki An analysis of the effects of loyalty and measures for customers’ purchase amount in a department store. (English) Zbl 1507.90083 J. Oper. Res. Soc. Japan 65, No. 4, 216-238 (2022). MSC: 90B60 91B42 PDF BibTeX XML Cite \textit{H. Yamada}, J. Oper. Res. Soc. Japan 65, No. 4, 216--238 (2022; Zbl 1507.90083)
Tan, Jingye; Liang, Baoshan; Singh, Pratyush Kumar; Farrell-Maupin, Kathryn A.; Faghihi, Danial Toward selecting optimal predictive multiscale models. (English) Zbl 1507.74011 Comput. Methods Appl. Mech. Eng. 402, Article ID 115517, 27 p. (2022). MSC: 74-10 74S60 PDF BibTeX XML Cite \textit{J. Tan} et al., Comput. Methods Appl. Mech. Eng. 402, Article ID 115517, 27 p. (2022; Zbl 1507.74011) Full Text: DOI
Lachmann, Jon; Storvik, Geir; Frommlet, Florian; Hubin, Aliaksandr A subsampling approach for Bayesian model selection. (English) Zbl 07629273 Int. J. Approx. Reasoning 151, 33-63 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{J. Lachmann} et al., Int. J. Approx. Reasoning 151, 33--63 (2022; Zbl 07629273) Full Text: DOI arXiv
Jenul, Anna; Schrunner, Stefan; Pilz, Jürgen; Tomic, Oliver A user-guided Bayesian framework for ensemble feature selection in life science applications (UBayFS). (English) Zbl 07624290 Mach. Learn. 111, No. 10, 3897-3923 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Jenul} et al., Mach. Learn. 111, No. 10, 3897--3923 (2022; Zbl 07624290) Full Text: DOI arXiv
Durmus, Alain; Moulines, Éric; Pereyra, Marcelo A proximal Markov chain Monte Carlo method for Bayesian inference in imaging inverse problems: when Langevin meets Moreau. (English) Zbl 1507.65037 SIAM Rev. 64, No. 4, 991-1028 (2022). MSC: 65C40 62F15 68U10 94A08 PDF BibTeX XML Cite \textit{A. Durmus} et al., SIAM Rev. 64, No. 4, 991--1028 (2022; Zbl 1507.65037) Full Text: DOI
Ariyo, Oludare; Lesaffre, Emmanuel; Verbeke, Geert; Quintero, Adrian Bayesian model selection for longitudinal count data. (English) Zbl 07610355 Sankhyā, Ser. B 84, No. 2, 516-547 (2022). MSC: 62C10 62P10 PDF BibTeX XML Cite \textit{O. Ariyo} et al., Sankhyā, Ser. B 84, No. 2, 516--547 (2022; Zbl 07610355) Full Text: DOI
Yu, Ke; Luo, Shan A sequential feature selection procedure for high-dimensional Cox proportional hazards model. (English) Zbl 07604563 Ann. Inst. Stat. Math. 74, No. 6, 1109-1142 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Yu} and \textit{S. Luo}, Ann. Inst. Stat. Math. 74, No. 6, 1109--1142 (2022; Zbl 07604563) Full Text: DOI
Cai, Xiaohao; McEwen, Jason D.; Pereyra, Marcelo Proximal nested sampling for high-dimensional Bayesian model selection. (English) Zbl 1496.62005 Stat. Comput. 32, No. 5, Paper No. 87, 22 p. (2022). MSC: 62-08 62F15 PDF BibTeX XML Cite \textit{X. Cai} et al., Stat. Comput. 32, No. 5, Paper No. 87, 22 p. (2022; Zbl 1496.62005) Full Text: DOI arXiv
Yan, Han; Wu, Jiexing; Li, Yang; Liu, Jun S. Bayesian bi-clustering methods with applications in computational biology. (English) Zbl 1498.62128 Ann. Appl. Stat. 16, No. 4, 2804-2831 (2022). MSC: 62H30 62F15 62P10 PDF BibTeX XML Cite \textit{H. Yan} et al., Ann. Appl. Stat. 16, No. 4, 2804--2831 (2022; Zbl 1498.62128) Full Text: DOI arXiv
Codazzi, Laura; Colombi, Alessandro; Gianella, Matteo; Argiento, Raffaele; Paci, Lucia; Pini, Alessia Gaussian graphical modeling for spectrometric data analysis. (English) Zbl 07561874 Comput. Stat. Data Anal. 174, Article ID 107416, 14 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Codazzi} et al., Comput. Stat. Data Anal. 174, Article ID 107416, 14 p. (2022; Zbl 07561874) Full Text: DOI arXiv
Fan, Jianqing; Jiang, Bai; Sun, Qiang Bayesian factor-adjusted sparse regression. (English) Zbl 07557275 J. Econom. 230, No. 1, 3-19 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{J. Fan} et al., J. Econom. 230, No. 1, 3--19 (2022; Zbl 07557275) Full Text: DOI arXiv
Ravagli, Davide; Boshnakov, Georgi N. Bayesian analysis of mixture autoregressive models covering the complete parameter space. (English) Zbl 1505.62333 Comput. Stat. 37, No. 3, 1399-1433 (2022). MSC: 62-08 62M10 62F15 PDF BibTeX XML Cite \textit{D. Ravagli} and \textit{G. N. Boshnakov}, Comput. Stat. 37, No. 3, 1399--1433 (2022; Zbl 1505.62333) Full Text: DOI arXiv
Kang, Sang Gil; Lee, Woo Dong; Kim, Yongku Objective Bayesian group variable selection for linear model. (English) Zbl 1505.62215 Comput. Stat. 37, No. 3, 1287-1310 (2022). MSC: 62-08 62J05 62F15 PDF BibTeX XML Cite \textit{S. G. Kang} et al., Comput. Stat. 37, No. 3, 1287--1310 (2022; Zbl 1505.62215) Full Text: DOI
Ng, Tun Lee; Newton, Michael A. Random weighting in LASSO regression. (English) Zbl 1493.62119 Electron. J. Stat. 16, No. 1, 3430-3481 (2022). MSC: 62J07 62F12 62F40 62F15 PDF BibTeX XML Cite \textit{T. L. Ng} and \textit{M. A. Newton}, Electron. J. Stat. 16, No. 1, 3430--3481 (2022; Zbl 1493.62119) Full Text: DOI arXiv Link
Hamdi, Fayçal; Khalfi, Abderaouf Predictive density criterion for SETAR models. (English) Zbl 07545759 Commun. Stat., Simulation Comput. 51, No. 2, 443-459 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Hamdi} and \textit{A. Khalfi}, Commun. Stat., Simulation Comput. 51, No. 2, 443--459 (2022; Zbl 07545759) Full Text: DOI
Marsman, M.; Huth, K.; Waldorp, L. J.; Ntzoufras, I. Objective Bayesian edge screening and structure selection for Ising networks. (English) Zbl 1486.62307 Psychometrika 87, No. 1, 47-82 (2022). MSC: 62P15 62H22 PDF BibTeX XML Cite \textit{M. Marsman} et al., Psychometrika 87, No. 1, 47--82 (2022; Zbl 1486.62307) Full Text: DOI
Grabovoy, A. V.; Strijov, V. V. Probabilistic interpretation of the distillation problem. (English. Russian original) Zbl 1485.93093 Autom. Remote Control 83, No. 1, 123-137 (2022); translation from Avtom. Telemekh. 2022, No. 1, 150-168 (2022). MSC: 93B11 93E03 PDF BibTeX XML Cite \textit{A. V. Grabovoy} and \textit{V. V. Strijov}, Autom. Remote Control 83, No. 1, 123--137 (2022; Zbl 1485.93093); translation from Avtom. Telemekh. 2022, No. 1, 150--168 (2022) Full Text: DOI
Hainy, Markus; Price, David J.; Restif, Olivier; Drovandi, Christopher Optimal Bayesian design for model discrimination via classification. (English) Zbl 1484.62004 Stat. Comput. 32, No. 2, Paper No. 25, 17 p. (2022). MSC: 62-08 62F15 62H30 PDF BibTeX XML Cite \textit{M. Hainy} et al., Stat. Comput. 32, No. 2, Paper No. 25, 17 p. (2022; Zbl 1484.62004) Full Text: DOI arXiv
Kang, Sang Gil; Kim, Dal Ho; Lee, Woo Dong; Kim, Yongku Objective Bayesian variable selection in linear regression model. (English) Zbl 07498029 J. Stat. Comput. Simulation 92, No. 6, 1133-1157 (2022). MSC: 62F15 62-XX PDF BibTeX XML Cite \textit{S. G. Kang} et al., J. Stat. Comput. Simulation 92, No. 6, 1133--1157 (2022; Zbl 07498029) Full Text: DOI
Demirkaya, Emre; Feng, Yang; Basu, Pallavi; Lv, Jinchi Large-scale model selection in misspecified generalized linear models. (English) Zbl 07474105 Biometrika 109, No. 1, 123-136 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Demirkaya} et al., Biometrika 109, No. 1, 123--136 (2022; Zbl 07474105) Full Text: DOI arXiv
Sun, Yan; Song, Qifan; Liang, Faming Learning sparse deep neural networks with a spike-and-slab prior. (English) Zbl 1478.62286 Stat. Probab. Lett. 180, Article ID 109246, 6 p. (2022). MSC: 62M45 62F15 68T07 PDF BibTeX XML Cite \textit{Y. Sun} et al., Stat. Probab. Lett. 180, Article ID 109246, 6 p. (2022; Zbl 1478.62286) Full Text: DOI
Park, Jaewoo; Jin, Ick Hoon; Schweinberger, Michael Bayesian model selection for high-dimensional Ising models, with applications to educational data. (English) Zbl 07422851 Comput. Stat. Data Anal. 165, Article ID 107325, 20 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Park} et al., Comput. Stat. Data Anal. 165, Article ID 107325, 20 p. (2022; Zbl 07422851) Full Text: DOI arXiv
Song, Ziyang; Ali, Samr; Bouguila, Nizar Bayesian inference for infinite asymmetric Gaussian mixture with feature selection. (English) Zbl 1498.62125 Soft Comput. 25, No. 8, 6043-6053 (2021). MSC: 62H30 62F15 68T05 PDF BibTeX XML Cite \textit{Z. Song} et al., Soft Comput. 25, No. 8, 6043--6053 (2021; Zbl 1498.62125) Full Text: DOI
Kim, Chanmin Deviance information criteria for mixtures of distributions. (English) Zbl 1497.62032 Commun. Stat., Simulation Comput. 50, No. 10, 2935-2948 (2021). MSC: 62C10 62B10 62F15 85A35 PDF BibTeX XML Cite \textit{C. Kim}, Commun. Stat., Simulation Comput. 50, No. 10, 2935--2948 (2021; Zbl 1497.62032) Full Text: DOI
Eskandari, Farzad Asymptotic efficient semiparametric empirical Bayes estimation of multinomial responses. (English) Zbl 1489.62124 Commun. Stat., Simulation Comput. 50, No. 1, 123-141 (2021). MSC: 62G08 62F15 62G20 PDF BibTeX XML Cite \textit{F. Eskandari}, Commun. Stat., Simulation Comput. 50, No. 1, 123--141 (2021; Zbl 1489.62124) Full Text: DOI
Prakash, G. A Bayesian approach to degradation modeling and reliability assessment of rolling element bearing. (English) Zbl 07532208 Commun. Stat., Theory Methods 50, No. 23, 5453-5474 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Prakash}, Commun. Stat., Theory Methods 50, No. 23, 5453--5474 (2021; Zbl 07532208) Full Text: DOI
Lee, Kyoungjae; Chae, Minwoo; Lin, Lizhen Bayesian high-dimensional semi-parametric inference beyond sub-Gaussian errors. (English) Zbl 1485.62089 J. Korean Stat. Soc. 50, No. 2, 511-527 (2021). MSC: 62J05 62F15 62G20 PDF BibTeX XML Cite \textit{K. Lee} et al., J. Korean Stat. Soc. 50, No. 2, 511--527 (2021; Zbl 1485.62089) Full Text: DOI arXiv
Sandhu, Rimple; Khalil, Mohammad; Pettit, Chris; Poirel, Dominique; Sarkar, Abhijit Nonlinear sparse Bayesian learning for physics-based models. (English) Zbl 07510035 J. Comput. Phys. 426, Article ID 109728, 27 p. (2021). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{R. Sandhu} et al., J. Comput. Phys. 426, Article ID 109728, 27 p. (2021; Zbl 07510035) Full Text: DOI
Doo, Woojin; Kim, Heeyoung Bayesian variable selection in clustering high-dimensional data via a mixture of finite mixtures. (English) Zbl 07497081 J. Stat. Comput. Simulation 91, No. 12, 2551-2568 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Doo} and \textit{H. Kim}, J. Stat. Comput. Simulation 91, No. 12, 2551--2568 (2021; Zbl 07497081) Full Text: DOI
Fava, Bruno; Lopes, Hedibert F. The illusion of the illusion of sparsity: an exercise in prior sensitivity. (English) Zbl 07477281 Braz. J. Probab. Stat. 35, No. 4, 699-720 (2021). MSC: 62-XX 92-XX PDF BibTeX XML Cite \textit{B. Fava} and \textit{H. F. Lopes}, Braz. J. Probab. Stat. 35, No. 4, 699--720 (2021; Zbl 07477281) Full Text: DOI arXiv
Ommen, Danica M.; Saunders, Christopher P. A problem in forensic science highlighting the differences between the Bayes factor and likelihood ratio. (English) Zbl 07473922 Stat. Sci. 36, No. 3, 344-359 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{D. M. Ommen} and \textit{C. P. Saunders}, Stat. Sci. 36, No. 3, 344--359 (2021; Zbl 07473922) Full Text: DOI
Grabovoy, A. V.; Strijov, V. V. Bayesian distillation of deep learning models. (English. Russian original) Zbl 1491.68180 Autom. Remote Control 82, No. 11, 1846-1856 (2021); translation from Avtom. Telemekh. 2021, No. 11, 16-29 (2021). Reviewer: Hongshan Li (Mountain View) MSC: 68T07 62F15 PDF BibTeX XML Cite \textit{A. V. Grabovoy} and \textit{V. V. Strijov}, Autom. Remote Control 82, No. 11, 1846--1856 (2021; Zbl 1491.68180); translation from Avtom. Telemekh. 2021, No. 11, 16--29 (2021) Full Text: DOI
Scheurer, Stefania; Schäfer Rodrigues Silva, Aline; Mohammadi, Farid; Hommel, Johannes; Oladyshkin, Sergey; Flemisch, Bernd; Nowak, Wolfgang Surrogate-based Bayesian comparison of computationally expensive models: application to microbially induced calcite precipitation. (English) Zbl 1477.86031 Comput. Geosci. 25, No. 6, 1899-1917 (2021). MSC: 86A32 PDF BibTeX XML Cite \textit{S. Scheurer} et al., Comput. Geosci. 25, No. 6, 1899--1917 (2021; Zbl 1477.86031) Full Text: DOI arXiv
Luo, Yu; Stephens, David A. Bayesian inference for continuous-time hidden Markov models with an unknown number of states. (English) Zbl 1475.62047 Stat. Comput. 31, No. 5, Paper No. 57, 15 p. (2021). MSC: 62-08 62F15 62M05 PDF BibTeX XML Cite \textit{Y. Luo} and \textit{D. A. Stephens}, Stat. Comput. 31, No. 5, Paper No. 57, 15 p. (2021; Zbl 1475.62047) Full Text: DOI arXiv
Castellanos, María Eugenia; García-Donato, Gonzalo; Cabras, Stefano A model selection approach for variable selection with censored data. (English) Zbl 1475.62084 Bayesian Anal. 16, No. 1, 271-300 (2021). MSC: 62C10 62F15 62N01 PDF BibTeX XML Cite \textit{M. E. Castellanos} et al., Bayesian Anal. 16, No. 1, 271--300 (2021; Zbl 1475.62084) Full Text: DOI Euclid
Kim, Seong W.; Shahin, Sabina; Ng, Hon Keung Tony; Kim, Jinheum Binary segmentation procedures using the bivariate binomial distribution for detecting streakiness in sports data. (English) Zbl 1505.62227 Comput. Stat. 36, No. 3, 1821-1843 (2021). MSC: 62-08 62F15 62P99 PDF BibTeX XML Cite \textit{S. W. Kim} et al., Comput. Stat. 36, No. 3, 1821--1843 (2021; Zbl 1505.62227) Full Text: DOI
Moreno, Elías; Martínez, Carmen; Vázquez-Polo, Francisco-José Objective Bayesian model choice for non-nested families: the case of the Poisson and the negative binomial. (English) Zbl 1474.62084 Test 30, No. 1, 255-273 (2021). MSC: 62F15 62F03 62P05 PDF BibTeX XML Cite \textit{E. Moreno} et al., Test 30, No. 1, 255--273 (2021; Zbl 1474.62084) Full Text: DOI
Schifano, Elizabeth D.; Jeong, Himchan; Deshpande, Ved; Dey, Dipak K. Fully and empirical Bayes approaches to estimating copula-based models for bivariate mixed outcomes using Hamiltonian Monte Carlo. (English) Zbl 1474.62172 Test 30, No. 1, 133-152 (2021). MSC: 62H05 62F15 62H99 PDF BibTeX XML Cite \textit{E. D. Schifano} et al., Test 30, No. 1, 133--152 (2021; Zbl 1474.62172) Full Text: DOI
Mollica, Cristina; Tardella, Luca Bayesian analysis of ranking data with the extended Plackett-Luce model. (English) Zbl 1478.62065 Stat. Methods Appl. 30, No. 1, 175-194 (2021). MSC: 62F15 62F07 62L12 PDF BibTeX XML Cite \textit{C. Mollica} and \textit{L. Tardella}, Stat. Methods Appl. 30, No. 1, 175--194 (2021; Zbl 1478.62065) Full Text: DOI arXiv
Berger, Tino; Everaert, Gerdie; Pozzi, Lorenzo Testing for international business cycles: a multilevel factor model with stochastic factor selection. (English) Zbl 1475.91192 J. Econ. Dyn. Control 128, Article ID 104134, 16 p. (2021). MSC: 91B62 91B70 PDF BibTeX XML Cite \textit{T. Berger} et al., J. Econ. Dyn. Control 128, Article ID 104134, 16 p. (2021; Zbl 1475.91192) Full Text: DOI
Bastide, Paul; Ho, Lam Si Tung; Baele, Guy; Lemey, Philippe; Suchard, Marc A. Efficient Bayesian inference of general Gaussian models on large phylogenetic trees. (English) Zbl 1477.62308 Ann. Appl. Stat. 15, No. 2, 971-997 (2021). MSC: 62P10 62F15 62H22 92D15 PDF BibTeX XML Cite \textit{P. Bastide} et al., Ann. Appl. Stat. 15, No. 2, 971--997 (2021; Zbl 1477.62308) Full Text: DOI arXiv
Castelletti, Federico; Peluso, Stefano Equivalence class selection of categorical graphical models. (English) Zbl 07422870 Comput. Stat. Data Anal. 164, Article ID 107304, 18 p. (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Castelletti} and \textit{S. Peluso}, Comput. Stat. Data Anal. 164, Article ID 107304, 18 p. (2021; Zbl 07422870) Full Text: DOI arXiv
Hasan, Kazi Tanvir; Akman, Olcay Mortality modeling under stochastic frailty. (English) Zbl 1471.62506 Missouri J. Math. Sci. 33, No. 1, 105-118 (2021). MSC: 62P10 62F15 62N05 PDF BibTeX XML Cite \textit{K. T. Hasan} and \textit{O. Akman}, Missouri J. Math. Sci. 33, No. 1, 105--118 (2021; Zbl 1471.62506) Full Text: DOI
Gagnon, Philippe Informed reversible jump algorithms. (English) Zbl 1476.62057 Electron. J. Stat. 15, No. 2, 3951-3995 (2021). MSC: 62F15 62F07 65C05 PDF BibTeX XML Cite \textit{P. Gagnon}, Electron. J. Stat. 15, No. 2, 3951--3995 (2021; Zbl 1476.62057) Full Text: DOI arXiv Link
Chandra, Noirrit Kiran; Bhattacharya, Sourabh Asymptotic theory of dependent Bayesian multiple testing procedures under possible model misspecification. (English) Zbl 1473.62260 Ann. Inst. Stat. Math. 73, No. 5, 891-920 (2021). MSC: 62J15 62F15 PDF BibTeX XML Cite \textit{N. K. Chandra} and \textit{S. Bhattacharya}, Ann. Inst. Stat. Math. 73, No. 5, 891--920 (2021; Zbl 1473.62260) Full Text: DOI arXiv
Goh, Gyuhyeong; Kim, Jae Kwang Accounting for model uncertainty in multiple imputation under complex sampling. (English) Zbl 1473.62037 Scand. J. Stat. 48, No. 3, 930-949 (2021). MSC: 62D10 62D05 62F07 62F15 PDF BibTeX XML Cite \textit{G. Goh} and \textit{J. K. Kim}, Scand. J. Stat. 48, No. 3, 930--949 (2021; Zbl 1473.62037) Full Text: DOI arXiv
Grabovoy, A. V.; Strijov, V. V. Prior distribution selection for a mixture of experts. (English. Russian original) Zbl 07384430 Comput. Math. Math. Phys. 61, No. 7, 1140-1152 (2021); translation from Zh. Vychisl. Mat. Mat. Fiz. 61, No. 7, 1149-1161 (2021). MSC: 68-XX 91-XX PDF BibTeX XML Cite \textit{A. V. Grabovoy} and \textit{V. V. Strijov}, Comput. Math. Math. Phys. 61, No. 7, 1140--1152 (2021; Zbl 07384430); translation from Zh. Vychisl. Mat. Mat. Fiz. 61, No. 7, 1149--1161 (2021) Full Text: DOI
Jeong, Seonghyun; Ghosal, Subhashis Unified Bayesian theory of sparse linear regression with nuisance parameters. (English) Zbl 1471.62284 Electron. J. Stat. 15, No. 1, 3040-3111 (2021). MSC: 62F15 62J05 PDF BibTeX XML Cite \textit{S. Jeong} and \textit{S. Ghosal}, Electron. J. Stat. 15, No. 1, 3040--3111 (2021; Zbl 1471.62284) Full Text: DOI arXiv
Tsai, Cary Chi-Liang; Cheng, Echo Sihan Incorporating statistical clustering methods into mortality models to improve forecasting performances. (English) Zbl 1467.91153 Insur. Math. Econ. 99, 42-62 (2021). MSC: 91G05 62P05 62H30 PDF BibTeX XML Cite \textit{C. C. L. Tsai} and \textit{E. S. Cheng}, Insur. Math. Econ. 99, 42--62 (2021; Zbl 1467.91153) Full Text: DOI Link
Sinsbeck, Michael; Cooke, Emily; Nowak, Wolfgang Sequential design of computer experiments for the computation of Bayesian model evidence. (English) Zbl 1462.62500 SIAM/ASA J. Uncertain. Quantif. 9, 260-279 (2021). MSC: 62L05 62K05 62F15 62F35 60G15 65C20 PDF BibTeX XML Cite \textit{M. Sinsbeck} et al., SIAM/ASA J. Uncertain. Quantif. 9, 260--279 (2021; Zbl 1462.62500) Full Text: DOI
Cho, Heyrim; Lewis, Allison L.; Storey, Kathleen M.; Jennings, Rachel; Shtylla, Blerta; Reynolds, Angela M.; Byrne, Helen M. A framework for performing data-driven modeling of tumor growth with radiotherapy treatment. (English) Zbl 1460.92095 Segal, Rebecca (ed.) et al., Using mathematics to understand biological complexity. From cells to populations. Selected papers of the collaborative workshop for woman in mathematical biology, University of California, Los Angeles, CA, USA, June 17–21, 2019. Cham: Springer. Assoc. Women Math. Ser. 22, 179-216 (2021). MSC: 92C50 92C42 68Q80 PDF BibTeX XML Cite \textit{H. Cho} et al., Assoc. Women Math. Ser. 22, 179--216 (2021; Zbl 1460.92095) Full Text: DOI
Kleijn, B. J. K. Frequentist validity of Bayesian limits. (English) Zbl 1466.62278 Ann. Stat. 49, No. 1, 182-202 (2021). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62G05 62G20 62G10 62C10 62B15 PDF BibTeX XML Cite \textit{B. J. K. Kleijn}, Ann. Stat. 49, No. 1, 182--202 (2021; Zbl 1466.62278) Full Text: DOI Euclid
Niu, Yabo; Pati, Debdeep; Mallick, Bani K. Bayesian graph selection consistency under model misspecification. (English) Zbl 1476.62121 Bernoulli 27, No. 1, 637-672 (2021). MSC: 62H22 62R01 62F15 05C90 PDF BibTeX XML Cite \textit{Y. Niu} et al., Bernoulli 27, No. 1, 637--672 (2021; Zbl 1476.62121) Full Text: DOI arXiv Euclid
Liang, Chenyi; Cai, Jingheng Bayesian variable selection and estimation in joint confirmatory factor analysis-Cox model. (English) Zbl 07737971 Stat. Interface 13, No. 1, 49-63 (2020). MSC: 62-XX 62F15 62N01 PDF BibTeX XML Cite \textit{C. Liang} and \textit{J. Cai}, Stat. Interface 13, No. 1, 49--63 (2020; Zbl 07737971) Full Text: DOI
Fouskakis, D.; Innocent, J. K.; Pericchi, L. Power-expected-posterior prior Bayes factor consistency for nested linear models with increasing dimensions. (English) Zbl 07660238 Stat. Theory Relat. Fields 4, No. 2, 162-171 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Fouskakis} et al., Stat. Theory Relat. Fields 4, No. 2, 162--171 (2020; Zbl 07660238) Full Text: DOI
Franck, Christopher T.; Gramacy, Robert B. Assessing Bayes factor surfaces using interactive visualization and computer surrogate modeling. (English) Zbl 07593704 Am. Stat. 74, No. 4, 359-369 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{C. T. Franck} and \textit{R. B. Gramacy}, Am. Stat. 74, No. 4, 359--369 (2020; Zbl 07593704) Full Text: DOI arXiv
Koslovsky, Matthew D.; Hébert, Emily T.; Businelle, Michael S.; Vannucci, Marina A Bayesian time-varying effect model for behavioral mHealth data. (English) Zbl 1498.62231 Ann. Appl. Stat. 14, No. 4, 1878-1902 (2020). MSC: 62P10 62F15 62J12 PDF BibTeX XML Cite \textit{M. D. Koslovsky} et al., Ann. Appl. Stat. 14, No. 4, 1878--1902 (2020; Zbl 1498.62231) Full Text: DOI arXiv
Cui, Di; Zhang, Weiping Bayesian variable selection for proportional hazards model with current status data. (English) Zbl 1474.62080 J. Univ. Sci. Technol. China 50, No. 10, 1303-1314 (2020). MSC: 62F15 62F07 PDF BibTeX XML Cite \textit{D. Cui} and \textit{W. Zhang}, J. Univ. Sci. Technol. China 50, No. 10, 1303--1314 (2020; Zbl 1474.62080) Full Text: DOI
Karlsson, Sune; Österholm, Pär A hybrid time-varying parameter Bayesian VAR analysis of Okun’s law in the United States. (English) Zbl 1457.91218 Econ. Lett. 197, Article ID 109622, 6 p. (2020). MSC: 91B39 62P20 PDF BibTeX XML Cite \textit{S. Karlsson} and \textit{P. Österholm}, Econ. Lett. 197, Article ID 109622, 6 p. (2020; Zbl 1457.91218) Full Text: DOI
Mohammadi, Reza; Pratola, Matthew; Kaptein, Maurits Continuous-time birth-death MCMC for Bayesian regression tree models. (English) Zbl 07306891 J. Mach. Learn. Res. 21, Paper No. 201, 26 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Mohammadi} et al., J. Mach. Learn. Res. 21, Paper No. 201, 26 p. (2020; Zbl 07306891) Full Text: arXiv Link
Johnson, S. R.; Henderson, D. A.; Boys, R. J. Revealing subgroup structure in ranked data using a Bayesian WAND. (English) Zbl 1452.62224 J. Am. Stat. Assoc. 115, No. 532, 1888-1901 (2020). MSC: 62F15 62F07 62G05 62C10 PDF BibTeX XML Cite \textit{S. R. Johnson} et al., J. Am. Stat. Assoc. 115, No. 532, 1888--1901 (2020; Zbl 1452.62224) Full Text: DOI arXiv
Thorvaldsen, Steinar; Hössjer, Ola Using statistical methods to model the fine-tuning of molecular machines and systems. (English) Zbl 1455.92065 J. Theor. Biol. 501, Article ID 110352, 13 p. (2020). MSC: 92C42 92C40 62P10 PDF BibTeX XML Cite \textit{S. Thorvaldsen} and \textit{O. Hössjer}, J. Theor. Biol. 501, Article ID 110352, 13 p. (2020; Zbl 1455.92065) Full Text: DOI
Jeong, Himchan Testing for random effects in compound risk models via Bregman divergence. (English) Zbl 1454.91194 ASTIN Bull. 50, No. 3, 777-798 (2020). MSC: 91G05 62P05 PDF BibTeX XML Cite \textit{H. Jeong}, ASTIN Bull. 50, No. 3, 777--798 (2020; Zbl 1454.91194) Full Text: DOI Link
Reichl, Johannes Estimating marginal likelihoods from the posterior draws through a geometric identity. (English) Zbl 1454.62091 Monte Carlo Methods Appl. 26, No. 3, 205-221 (2020). MSC: 62F10 62F15 62-08 65R20 PDF BibTeX XML Cite \textit{J. Reichl}, Monte Carlo Methods Appl. 26, No. 3, 205--221 (2020; Zbl 1454.62091) Full Text: DOI
Chen, Shea D.; Lim, Andrew E. B. A generalized Black-Litterman model. (English) Zbl 1455.91233 Oper. Res. 68, No. 2, 381-410 (2020). MSC: 91G10 60F05 PDF BibTeX XML Cite \textit{S. D. Chen} and \textit{A. E. B. Lim}, Oper. Res. 68, No. 2, 381--410 (2020; Zbl 1455.91233) Full Text: DOI
Narisetty, Naveen Naidu Bayesian model selection for high-dimensional data. (English) Zbl 1444.62036 Rao, Arni Srinivasa (ed.) et al., Principles and methods for data science. Amsterdam: Elsevier/North Holland. Handb. Stat. 43, 207-248 (2020). MSC: 62F15 62H12 PDF BibTeX XML Cite \textit{N. N. Narisetty}, Handb. Stat. 43, 207--248 (2020; Zbl 1444.62036) Full Text: DOI
Li, Meng; Dunson, David B. Comparing and weighting imperfect models using D-probabilities. (English) Zbl 1441.62078 J. Am. Stat. Assoc. 115, No. 531, 1349-1360 (2020). MSC: 62F15 62F12 62J05 PDF BibTeX XML Cite \textit{M. Li} and \textit{D. B. Dunson}, J. Am. Stat. Assoc. 115, No. 531, 1349--1360 (2020; Zbl 1441.62078) Full Text: DOI arXiv
Zhang, Junying; Wang, Hang; Zhang, Riquan; Zhang, Jiajia Sequential feature screening for generalized linear models with sparse ultra-high dimensional data. (English) Zbl 1448.62116 J. Syst. Sci. Complex. 33, No. 2, 510-526 (2020). MSC: 62J12 62J07 62L12 62B10 PDF BibTeX XML Cite \textit{J. Zhang} et al., J. Syst. Sci. Complex. 33, No. 2, 510--526 (2020; Zbl 1448.62116) Full Text: DOI
Saha, Sujayam; Guntuboyina, Adityanand On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising. (English) Zbl 1454.62120 Ann. Stat. 48, No. 2, 738-762 (2020). Reviewer: Dimitrios Bagkavos (Ioannina) MSC: 62G07 62C12 62C10 62H30 PDF BibTeX XML Cite \textit{S. Saha} and \textit{A. Guntuboyina}, Ann. Stat. 48, No. 2, 738--762 (2020; Zbl 1454.62120) Full Text: DOI arXiv Euclid
Zhao, Puying; Ghosh, Malay; Rao, J. N. K.; Wu, Changbao Bayesian empirical likelihood inference with complex survey data. (English) Zbl 1440.62403 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 155-174 (2020). MSC: 62R07 62F25 62F15 62L12 PDF BibTeX XML Cite \textit{P. Zhao} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 155--174 (2020; Zbl 1440.62403) Full Text: DOI
Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E. Bayesian variable selection for survival data using inverse moment priors. (English) Zbl 1446.62284 Ann. Appl. Stat. 14, No. 2, 809-828 (2020). MSC: 62P10 62N05 62F07 62H20 PDF BibTeX XML Cite \textit{A. Nikooienejad} et al., Ann. Appl. Stat. 14, No. 2, 809--828 (2020; Zbl 1446.62284) Full Text: DOI arXiv Euclid
Lee, Clement; Wilkinson, Darren J. A hierarchical model of nonhomogeneous Poisson processes for Twitter retweets. (English) Zbl 1437.62692 J. Am. Stat. Assoc. 115, No. 529, 1-15 (2020). MSC: 62P25 62F15 62M20 91D30 PDF BibTeX XML Cite \textit{C. Lee} and \textit{D. J. Wilkinson}, J. Am. Stat. Assoc. 115, No. 529, 1--15 (2020; Zbl 1437.62692) Full Text: DOI arXiv Link
Hofmeyr, David P. Degrees of freedom and model selection for \(k\)-means clustering. (English) Zbl 1510.62277 Comput. Stat. Data Anal. 149, Article ID 106974, 13 p. (2020). MSC: 62H30 62-08 PDF BibTeX XML Cite \textit{D. P. Hofmeyr}, Comput. Stat. Data Anal. 149, Article ID 106974, 13 p. (2020; Zbl 1510.62277) Full Text: DOI arXiv
Yang, Aijun; Tian, Yuzhu; Li, Yunxian; Lin, Jinguan Sparse Bayesian variable selection in kernel probit model for analyzing high-dimensional data. (English) Zbl 1505.62429 Comput. Stat. 35, No. 1, 245-258 (2020). MSC: 62-08 62F15 62J07 PDF BibTeX XML Cite \textit{A. Yang} et al., Comput. Stat. 35, No. 1, 245--258 (2020; Zbl 1505.62429) Full Text: DOI
Yang, Mingan; Wang, Min; Dong, Guanghui Bayesian variable selection for mixed effects model with shrinkage prior. (English) Zbl 1505.62430 Comput. Stat. 35, No. 1, 227-243 (2020). MSC: 62-08 62F15 62J05 62J07 PDF BibTeX XML Cite \textit{M. Yang} et al., Comput. Stat. 35, No. 1, 227--243 (2020; Zbl 1505.62430) Full Text: DOI
Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-alexandre Exact dimensionality selection for Bayesian PCA. (English) Zbl 1442.62135 Scand. J. Stat. 47, No. 1, 196-211 (2020). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62H25 62F07 62F15 PDF BibTeX XML Cite \textit{C. Bouveyron} et al., Scand. J. Stat. 47, No. 1, 196--211 (2020; Zbl 1442.62135) Full Text: DOI arXiv
Mollica, Cristina; Tardella, Luca PLMIX: an R package for modelling and clustering partially ranked data. (English) Zbl 07194321 J. Stat. Comput. Simulation 90, No. 5, 925-959 (2020). MSC: 62F07 62F15 PDF BibTeX XML Cite \textit{C. Mollica} and \textit{L. Tardella}, J. Stat. Comput. Simulation 90, No. 5, 925--959 (2020; Zbl 07194321) Full Text: DOI arXiv
Su, Weizhe; Wang, Xia Hidden Markov model in multiple testing on dependent count data. (English) Zbl 07194319 J. Stat. Comput. Simulation 90, No. 5, 889-906 (2020). MSC: 62M02 62F15 PDF BibTeX XML Cite \textit{W. Su} and \textit{X. Wang}, J. Stat. Comput. Simulation 90, No. 5, 889--906 (2020; Zbl 07194319) Full Text: DOI
Wu, Ho-Hsiang; Ferreira, Marco A. R.; Elkhouly, Mohamed; Ji, Tieming Hyper nonlocal priors for variable selection in generalized linear models. (English) Zbl 1439.62091 Sankhyā, Ser. A 82, No. 1, 147-185 (2020). Reviewer: Oscar Bustos (Córdoba) MSC: 62F15 62F07 62J12 62P10 PDF BibTeX XML Cite \textit{H.-H. Wu} et al., Sankhyā, Ser. A 82, No. 1, 147--185 (2020; Zbl 1439.62091) Full Text: DOI
Ungolo, Francesco; Kleinow, Torsten; Macdonald, Angus S. A hierarchical model for the joint mortality analysis of pension scheme data with missing covariates. (English) Zbl 1435.91161 Insur. Math. Econ. 91, 68-84 (2020). MSC: 91G05 62P05 62F15 PDF BibTeX XML Cite \textit{F. Ungolo} et al., Insur. Math. Econ. 91, 68--84 (2020; Zbl 1435.91161) Full Text: DOI
Córdoba, Irene; Bielza, Concha; Larrañaga, Pedro A review of Gaussian Markov models for conditional independence. (English) Zbl 1437.62195 J. Stat. Plann. Inference 206, 127-144 (2020). MSC: 62H12 62F15 62-02 62H20 62J07 60G15 PDF BibTeX XML Cite \textit{I. Córdoba} et al., J. Stat. Plann. Inference 206, 127--144 (2020; Zbl 1437.62195) Full Text: DOI arXiv