Lee, Kyoungjae; Lin, Lizhen Scalable Bayesian high-dimensional local dependence learning. (English) Zbl 07810172 Bayesian Anal. 18, No. 1, 25-47 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{K. Lee} and \textit{L. Lin}, Bayesian Anal. 18, No. 1, 25--47 (2023; Zbl 07810172) Full Text: DOI arXiv Link
Sung, Bongjung; Lee, Jaeyong Covariance structure estimation with Laplace approximation. (English) Zbl 07740036 J. Multivariate Anal. 198, Article ID 105225, 21 p. (2023). MSC: 62Hxx 62H12 62F15 PDFBibTeX XMLCite \textit{B. Sung} and \textit{J. Lee}, J. Multivariate Anal. 198, Article ID 105225, 21 p. (2023; Zbl 07740036) Full Text: DOI arXiv
Benhaddou, Rida; Connell, Matthew A. Nonparametric empirical Bayes estimation based on generalized Laguerre series. (English) Zbl 07736122 Commun. Stat., Theory Methods 52, No. 19, 6896-6915 (2023). MSC: 62G05 62G20 62G08 PDFBibTeX XMLCite \textit{R. Benhaddou} and \textit{M. A. Connell}, Commun. Stat., Theory Methods 52, No. 19, 6896--6915 (2023; Zbl 07736122) Full Text: DOI arXiv
Xing, Yang A posterior convergence rate theorem for general Markov chains. (English) Zbl 07711350 Commun. Stat., Theory Methods 52, No. 16, 5910-5921 (2023). MSC: 62G20 62G07 62F15 PDFBibTeX XMLCite \textit{Y. Xing}, Commun. Stat., Theory Methods 52, No. 16, 5910--5921 (2023; Zbl 07711350) Full Text: DOI
Bishwal, Jaya P. N. Le Cam-Stratonovich-Boole theory for Itô diffusions. (English) Zbl 07708899 Random Oper. Stoch. Equ. 31, No. 2, 153-176 (2023). MSC: 62F12 62F15 62M05 60F05 60F10 60H10 PDFBibTeX XMLCite \textit{J. P. N. Bishwal}, Random Oper. Stoch. Equ. 31, No. 2, 153--176 (2023; Zbl 07708899) Full Text: DOI
Chae, Minwoo Adaptive Bayesian inference for current status data on a grid. (English) Zbl 07634397 Bernoulli 29, No. 1, 403-427 (2023). MSC: 62Gxx 62Fxx 62Nxx PDFBibTeX XMLCite \textit{M. Chae}, Bernoulli 29, No. 1, 403--427 (2023; Zbl 07634397) Full Text: DOI Link
Li, Tong; Zhou, Tianjian; Tsui, Kam-Wah; Wei, Lin; Ji, Yuan Posterior contraction rate of sparse latent feature models with application to proteomics. (English) Zbl 07660285 Stat. Theory Relat. Fields 6, No. 1, 29-39 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Li} et al., Stat. Theory Relat. Fields 6, No. 1, 29--39 (2022; Zbl 07660285) Full Text: DOI arXiv
Castillo, Ismaël; Randrianarisoa, Thibault Optional Pólya trees: posterior rates and uncertainty quantification. (English) Zbl 07633938 Electron. J. Stat. 16, No. 2, 6267-6312 (2022). MSC: 62G20 62G07 62G05 PDFBibTeX XMLCite \textit{I. Castillo} and \textit{T. Randrianarisoa}, Electron. J. Stat. 16, No. 2, 6267--6312 (2022; Zbl 07633938) Full Text: DOI arXiv Link
Yatracos, Yannis G. Limitations of the Wasserstein MDE for univariate data. (English) Zbl 1499.62041 Stat. Comput. 32, No. 6, Paper No. 95, 11 p. (2022). MSC: 62-08 62E20 62G05 PDFBibTeX XMLCite \textit{Y. G. Yatracos}, Stat. Comput. 32, No. 6, Paper No. 95, 11 p. (2022; Zbl 1499.62041) Full Text: DOI
Papamarkou, Theodore; Hinkle, Jacob; Young, M. Todd; Womble, David Challenges in Markov chain Monte Carlo for Bayesian neural networks. (English) Zbl 07569970 Stat. Sci. 37, No. 3, 425-442 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Papamarkou} et al., Stat. Sci. 37, No. 3, 425--442 (2022; Zbl 07569970) Full Text: DOI arXiv Link
Banerjee, Sayantan Horseshoe shrinkage methods for Bayesian fusion estimation. (English) Zbl 07561877 Comput. Stat. Data Anal. 174, Article ID 107450, 25 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Banerjee}, Comput. Stat. Data Anal. 174, Article ID 107450, 25 p. (2022; Zbl 07561877) Full Text: DOI arXiv
Ghosh, Abhik; Majumder, Tuhin; Basu, Ayanendranath General robust Bayes pseudo-posteriors: exponential convergence results with applications. (English) Zbl 1524.62119 Stat. Sin. 32, No. 2, 787-823 (2022). MSC: 62F15 62F12 62F35 PDFBibTeX XMLCite \textit{A. Ghosh} et al., Stat. Sin. 32, No. 2, 787--823 (2022; Zbl 1524.62119) Full Text: DOI arXiv
Lopes, Artur O.; Lopes, Silvia R. C.; Varandas, Paulo Bayes posterior convergence for loss functions via almost additive thermodynamic formalism. (English) Zbl 1493.62131 J. Stat. Phys. 186, No. 3, Paper No. 35, 34 p. (2022). MSC: 62F15 37D35 60F10 62C12 62E10 PDFBibTeX XMLCite \textit{A. O. Lopes} et al., J. Stat. Phys. 186, No. 3, Paper No. 35, 34 p. (2022; Zbl 1493.62131) Full Text: DOI arXiv
Wehrhahn, Claudia; Jara, Alejandro; Barrientos, Andrés F. On the small sample behavior of Dirichlet process mixture models for data supported on compact intervals. (English) Zbl 1489.62119 Commun. Stat., Simulation Comput. 50, No. 3, 786-810 (2021). MSC: 62G07 62F15 62G20 PDFBibTeX XMLCite \textit{C. Wehrhahn} et al., Commun. Stat., Simulation Comput. 50, No. 3, 786--810 (2021; Zbl 1489.62119) 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 PDFBibTeX XMLCite \textit{K. Lee} et al., J. Korean Stat. Soc. 50, No. 2, 511--527 (2021; Zbl 1485.62089) Full Text: DOI arXiv
Liu, Chang; Yang, Yue; Howard, Bondell; Ryan, Martin Bayesian inference in high-dimensional linear models using an empirical correlation-adaptive prior. (English) Zbl 1524.62327 Stat. Sin. 31, No. 4, 2051-2072 (2021). MSC: 62J05 62F15 62H12 PDFBibTeX XMLCite \textit{C. Liu} et al., Stat. Sin. 31, No. 4, 2051--2072 (2021; Zbl 1524.62327) Full Text: DOI arXiv
Chae, Minwoo; De Blasi, Pierpaolo; Walker, Stephen G. Posterior asymptotics in Wasserstein metrics on the real line. (English) Zbl 1471.62281 Electron. J. Stat. 15, No. 2, 3635-3677 (2021). MSC: 62F15 62G20 62G07 PDFBibTeX XMLCite \textit{M. Chae} et al., Electron. J. Stat. 15, No. 2, 3635--3677 (2021; Zbl 1471.62281) 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 PDFBibTeX XMLCite \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
Lee, Kyoungjae; Cao, Xuan Bayesian inference for high-dimensional decomposable graphs. (English) Zbl 1471.62286 Electron. J. Stat. 15, No. 1, 1549-1582 (2021). MSC: 62F15 62H22 05C90 PDFBibTeX XMLCite \textit{K. Lee} and \textit{X. Cao}, Electron. J. Stat. 15, No. 1, 1549--1582 (2021; Zbl 1471.62286) Full Text: DOI arXiv
Schmon, S. M.; Deligiannidis, G.; Doucet, A.; Pitt, M. K. Large-sample asymptotics of the pseudo-marginal method. (English) Zbl 1462.62072 Biometrika 108, No. 1, 37-51 (2021). MSC: 62D05 62E20 60B10 65C05 PDFBibTeX XMLCite \textit{S. M. Schmon} et al., Biometrika 108, No. 1, 37--51 (2021; Zbl 1462.62072) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{B. J. K. Kleijn}, Ann. Stat. 49, No. 1, 182--202 (2021; Zbl 1466.62278) Full Text: DOI Euclid
Chatterjee, Debashis; Maitra, Trisha; Bhattacharya, Sourabh A short note on almost sure convergence of Bayes factors in the general set-up. (English) Zbl 07593651 Am. Stat. 74, No. 1, 17-20 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Chatterjee} et al., Am. Stat. 74, No. 1, 17--20 (2020; Zbl 07593651) Full Text: DOI arXiv
Cao, Xuan; Zhang, Shaojun A permutation-based Bayesian approach for inverse covariance estimation. (English) Zbl 1511.62111 Commun. Stat., Theory Methods 49, No. 14, 3557-3571 (2020). MSC: 62H12 62F12 62F15 PDFBibTeX XMLCite \textit{X. Cao} and \textit{S. Zhang}, Commun. Stat., Theory Methods 49, No. 14, 3557--3571 (2020; Zbl 1511.62111) Full Text: DOI arXiv
Alquier, Pierre; Ridgway, James Concentration of tempered posteriors and of their variational approximations. (English) Zbl 1454.62135 Ann. Stat. 48, No. 3, 1475-1497 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62G15 62C10 62C20 62F25 PDFBibTeX XMLCite \textit{P. Alquier} and \textit{J. Ridgway}, Ann. Stat. 48, No. 3, 1475--1497 (2020; Zbl 1454.62135) Full Text: DOI arXiv Euclid
Xie, Fangzheng; Xu, Yanxun Bayesian repulsive Gaussian mixture model. (English) Zbl 1437.62242 J. Am. Stat. Assoc. 115, No. 529, 187-203 (2020). MSC: 62H30 62F15 62C10 PDFBibTeX XMLCite \textit{F. Xie} and \textit{Y. Xu}, J. Am. Stat. Assoc. 115, No. 529, 187--203 (2020; Zbl 1437.62242) Full Text: DOI arXiv
Mariucci, Ester; Ray, Kolyan; Szabó, Botond A Bayesian nonparametric approach to log-concave density estimation. (English) Zbl 1466.62285 Bernoulli 26, No. 2, 1070-1097 (2020). MSC: 62G07 62F15 62G20 PDFBibTeX XMLCite \textit{E. Mariucci} et al., Bernoulli 26, No. 2, 1070--1097 (2020; Zbl 1466.62285) Full Text: DOI arXiv Euclid
Castillo, Ismaël; Szabó, Botond Spike and slab empirical Bayes sparse credible sets. (English) Zbl 1441.62077 Bernoulli 26, No. 1, 127-158 (2020). Reviewer: Fraser Daly (Edinburgh) MSC: 62F15 62F12 62F25 PDFBibTeX XMLCite \textit{I. Castillo} and \textit{B. Szabó}, Bernoulli 26, No. 1, 127--158 (2020; Zbl 1441.62077) Full Text: DOI arXiv Euclid
Scricciolo, Catia Bayesian Kantorovich deconvolution in finite mixture models. (English) Zbl 1434.62132 Petrucci, Alessandra (ed.) et al., New statistical developments in data science – SIS 2017. Extended versions of papers based on the conference on statistics and data science: new challenges, new generations, Florence, Italy, June 28–30, 2017. Cham: Springer. Springer Proc. Math. Stat. 288, 119-134 (2019). MSC: 62H30 62E10 PDFBibTeX XMLCite \textit{C. Scricciolo}, Springer Proc. Math. Stat. 288, 119--134 (2019; Zbl 1434.62132) Full Text: DOI
Lee, Kyoungjae; Lee, Jaeyong; Lin, Lizhen Minimax posterior convergence rates and model selection consistency in high-dimensional DAG models based on sparse Cholesky factors. (English) Zbl 1435.62037 Ann. Stat. 47, No. 6, 3413-3437 (2019). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62C20 62F15 62H12 62F12 PDFBibTeX XMLCite \textit{K. Lee} et al., Ann. Stat. 47, No. 6, 3413--3437 (2019; Zbl 1435.62037) Full Text: DOI arXiv Euclid
Kleijn, B. J. K.; Zhao, Y. Y. Criteria for posterior consistency and convergence at a rate. (English) Zbl 1435.62110 Electron. J. Stat. 13, No. 2, 4709-4742 (2019). Reviewer: Kurt Marti (München) MSC: 62F15 60F17 PDFBibTeX XMLCite \textit{B. J. K. Kleijn} and \textit{Y. Y. Zhao}, Electron. J. Stat. 13, No. 2, 4709--4742 (2019; Zbl 1435.62110) Full Text: DOI Euclid
Dolera, Emanuele; Regazzini, Eugenio Uniform rates of the Glivenko-Cantelli convergence and their use in approximating Bayesian inferences. (English) Zbl 1428.62094 Bernoulli 25, No. 4A, 2982-3015 (2019). MSC: 60B10 62F15 PDFBibTeX XMLCite \textit{E. Dolera} and \textit{E. Regazzini}, Bernoulli 25, No. 4A, 2982--3015 (2019; Zbl 1428.62094) Full Text: DOI arXiv Euclid
Chae, Minwoo; Walker, Stephen G. Bayesian consistency for a nonparametric stationary Markov model. (English) Zbl 1426.62255 Bernoulli 25, No. 2, 877-901 (2019). MSC: 62M10 60B10 62F15 62G05 PDFBibTeX XMLCite \textit{M. Chae} and \textit{S. G. Walker}, Bernoulli 25, No. 2, 877--901 (2019; Zbl 1426.62255) Full Text: DOI Euclid
Deligiannidis, George; Doucet, Arnaud; Pitt, Michael K. The correlated pseudomarginal method. (English) Zbl 1407.62074 J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 5, 839-870 (2018). MSC: 62F15 65C05 60F05 PDFBibTeX XMLCite \textit{G. Deligiannidis} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 5, 839--870 (2018; Zbl 1407.62074) Full Text: DOI arXiv
Castillo, Ismaël; Mismer, Romain Empirical Bayes analysis of spike and slab posterior distributions. (English) Zbl 1409.62026 Electron. J. Stat. 12, No. 2, 3953-4001 (2018). MSC: 62C12 60G05 62G20 62J07 PDFBibTeX XMLCite \textit{I. Castillo} and \textit{R. Mismer}, Electron. J. Stat. 12, No. 2, 3953--4001 (2018; Zbl 1409.62026) Full Text: DOI arXiv Euclid
Scricciolo, Catia Bayes and maximum likelihood for \(L^1\)-Wasserstein deconvolution of Laplace mixtures. (English) Zbl 1396.62076 Stat. Methods Appl. 27, No. 2, 333-362 (2018). MSC: 62G07 62G20 PDFBibTeX XMLCite \textit{C. Scricciolo}, Stat. Methods Appl. 27, No. 2, 333--362 (2018; Zbl 1396.62076) Full Text: DOI arXiv
Syring, Nicholas; Martin, Ryan Gibbs posterior inference on the minimum clinically important difference. (English) Zbl 1391.62251 J. Stat. Plann. Inference 187, 67-77 (2017). MSC: 62P10 62F15 62F12 PDFBibTeX XMLCite \textit{N. Syring} and \textit{R. Martin}, J. Stat. Plann. Inference 187, 67--77 (2017; Zbl 1391.62251) Full Text: DOI arXiv
Guhaniyogi, Rajarshi Convergence rate of Bayesian supervised tensor modeling with multiway shrinkage priors. (English) Zbl 1397.62211 J. Multivariate Anal. 160, 157-168 (2017). MSC: 62H25 62F15 62J07 PDFBibTeX XMLCite \textit{R. Guhaniyogi}, J. Multivariate Anal. 160, 157--168 (2017; Zbl 1397.62211) Full Text: DOI
Kim, Gwangsu; Kim, Yongdai; Choi, Taeryon Bayesian analysis of the proportional hazards model with time-varying coefficients. (English) Zbl 1422.62186 Scand. J. Stat. 44, No. 2, 524-544 (2017). MSC: 62H12 62N02 PDFBibTeX XMLCite \textit{G. Kim} et al., Scand. J. Stat. 44, No. 2, 524--544 (2017; Zbl 1422.62186) Full Text: DOI
van Waaij, Jan; van Zanten, Harry Full adaptation to smoothness using randomly truncated series priors with Gaussian coefficients and inverse gamma scaling. (English) Zbl 1463.62102 Stat. Probab. Lett. 123, 93-99 (2017). MSC: 62G05 62R10 94A12 60H40 PDFBibTeX XMLCite \textit{J. van Waaij} and \textit{H. van Zanten}, Stat. Probab. Lett. 123, 93--99 (2017; Zbl 1463.62102) Full Text: DOI arXiv
Schillings, Claudia; Schwab, Christoph Scaling limits in computational Bayesian inversion. (English) Zbl 1358.65013 ESAIM, Math. Model. Numer. Anal. 50, No. 6, 1825-1856 (2016). Reviewer: Mikhail Yu. Kokurin (Yoshkar-Ola) MSC: 65C60 62F15 65K05 90C15 PDFBibTeX XMLCite \textit{C. Schillings} and \textit{C. Schwab}, ESAIM, Math. Model. Numer. Anal. 50, No. 6, 1825--1856 (2016; Zbl 1358.65013) Full Text: DOI Link
Nguyen, Xuanlong Borrowing strengh in hierarchical Bayes: posterior concentration of the Dirichlet base measure. (English) Zbl 1360.62103 Bernoulli 22, No. 3, 1535-1571 (2016). MSC: 62F15 60B10 60E15 60G57 62G20 PDFBibTeX XMLCite \textit{X. Nguyen}, Bernoulli 22, No. 3, 1535--1571 (2016; Zbl 1360.62103) Full Text: DOI arXiv Euclid
Knapik, B. T.; Szabó, B. T.; van der Vaart, A. W.; van Zanten, J. H. Bayes procedures for adaptive inference in inverse problems for the white noise model. (English) Zbl 1334.62039 Probab. Theory Relat. Fields 164, No. 3-4, 771-813 (2016). MSC: 62G05 62C12 62G20 PDFBibTeX XMLCite \textit{B. T. Knapik} et al., Probab. Theory Relat. Fields 164, No. 3--4, 771--813 (2016; Zbl 1334.62039) Full Text: DOI arXiv
Scricciolo, Catia Bayesian adaptation. (English) Zbl 1394.62039 J. Stat. Plann. Inference 166, 87-101 (2015). MSC: 62G07 62F15 62G20 PDFBibTeX XMLCite \textit{C. Scricciolo}, J. Stat. Plann. Inference 166, 87--101 (2015; Zbl 1394.62039) Full Text: DOI arXiv
Hoffmann, Marc; Rousseau, Judith; Schmidt-Hieber, Johannes On adaptive posterior concentration rates. (English) Zbl 1327.62306 Ann. Stat. 43, No. 5, 2259-2295 (2015). MSC: 62G20 62G08 62G07 PDFBibTeX XMLCite \textit{M. Hoffmann} et al., Ann. Stat. 43, No. 5, 2259--2295 (2015; Zbl 1327.62306) Full Text: DOI arXiv Euclid
Banerjee, Sayantan; Ghosal, Subhashis Bayesian structure learning in graphical models. (English) Zbl 1308.62119 J. Multivariate Anal. 136, 147-162 (2015). MSC: 62H12 62F12 62F15 PDFBibTeX XMLCite \textit{S. Banerjee} and \textit{S. Ghosal}, J. Multivariate Anal. 136, 147--162 (2015; Zbl 1308.62119) Full Text: DOI
Bontemps, Dominique; Gadat, Sébastien Bayesian methods for the shape invariant model. (English) Zbl 1297.62069 Electron. J. Stat. 8, 1522-1568 (2014). MSC: 62G05 62F15 62G20 PDFBibTeX XMLCite \textit{D. Bontemps} and \textit{S. Gadat}, Electron. J. Stat. 8, No. 1, 1522--1568 (2014; Zbl 1297.62069) Full Text: DOI Euclid
Bochkina, Natalia Consistency of the posterior distribution in generalized linear inverse problems. (English) Zbl 1408.65017 Inverse Probl. 29, No. 9, Article ID 095010, 43 p. (2013). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 65F22 60B10 62F15 PDFBibTeX XMLCite \textit{N. Bochkina}, Inverse Probl. 29, No. 9, Article ID 095010, 43 p. (2013; Zbl 1408.65017) Full Text: DOI arXiv Link
Cowles, Mary Kathryn Applied Bayesian statistics. With R and OpenBUGS examples. (English) Zbl 1276.62019 Springer Texts in Statistics. New York, NY: Springer (ISBN 978-1-4614-5695-7/hbk). xiv, 232 p. (2013). Reviewer: Irina Ioana Mohorianu (Norwich) MSC: 62F15 62-01 62-04 62J05 62C12 PDFBibTeX XMLCite \textit{M. K. Cowles}, Applied Bayesian statistics. With R and OpenBUGS examples. New York, NY: Springer (2013; Zbl 1276.62019) Full Text: DOI
Román, Jorge Carlos; Hobert, James P. Convergence analysis of the Gibbs sampler for Bayesian general linear mixed models with improper priors. (English) Zbl 1296.60204 Ann. Stat. 40, No. 6, 2823-2849 (2012). MSC: 60J27 62F15 PDFBibTeX XMLCite \textit{J. C. Román} and \textit{J. P. Hobert}, Ann. Stat. 40, No. 6, 2823--2849 (2012; Zbl 1296.60204) Full Text: DOI arXiv Euclid
Kleijn, B. J. K.; van der Vaart, A. W. The Bernstein-von Mises theorem under misspecification. (English) Zbl 1274.62203 Electron. J. Stat. 6, 354-381 (2012). MSC: 62F15 62F25 62F12 PDFBibTeX XMLCite \textit{B. J. K. Kleijn} and \textit{A. W. van der Vaart}, Electron. J. Stat. 6, 354--381 (2012; Zbl 1274.62203) Full Text: DOI Euclid
Scricciolo, Catia Posterior rates of convergence for Dirichlet mixtures of exponential power densities. (English) Zbl 1274.62272 Electron. J. Stat. 5, 270-308 (2011). MSC: 62G07 62G20 PDFBibTeX XMLCite \textit{C. Scricciolo}, Electron. J. Stat. 5, 270--308 (2011; Zbl 1274.62272) Full Text: DOI Euclid
Sherman, E. D.; Volodin, I. N. Empirical estimate with uniformly minimal \(d\)-risk for Bernoulli trials success probability. (English) Zbl 1407.62045 Rykov, Vladimir V. (ed.) et al., Mathematical and statistical models and methods in reliability. Applications to medicine, finance, and quality control. Invited papers based on the presentation at the 6th international conference (MMR 2009), Moscow, Russia, June 22–26, 2009. Boston, MA: Birkhäuser. Stat. Ind. Technol., 297-306 (2010). MSC: 62C10 62C12 PDFBibTeX XMLCite \textit{E. D. Sherman} and \textit{I. N. Volodin}, in: Mathematical and statistical models and methods in reliability. Applications to medicine, finance, and quality control. Invited papers based on the presentation at the 6th international conference (MMR 2009), Moscow, Russia, June 22--26, 2009. Boston, MA: Birkhäuser. 297--306 (2010; Zbl 1407.62045) Full Text: DOI
Lian, Heng Posterior convergence and model estimation in Bayesian change-point problems. (English) Zbl 1329.62219 Electron. J. Stat. 4, 239-253 (2010). MSC: 62G20 62G08 62F15 PDFBibTeX XMLCite \textit{H. Lian}, Electron. J. Stat. 4, 239--253 (2010; Zbl 1329.62219) Full Text: DOI arXiv Euclid
Martinelli, Andrea; Ruggiero, Matteo; Walker, Stephen G. A note on convergence rates for posterior distributions via large deviations techniques. (English) Zbl 1247.60035 Stat. Pap. 51, No. 2, 337-347 (2010). MSC: 60F10 62G20 62C10 PDFBibTeX XMLCite \textit{A. Martinelli} et al., Stat. Pap. 51, No. 2, 337--347 (2010; Zbl 1247.60035) Full Text: DOI
de Jonge, R.; van Zanten, J. H. Adaptive nonparametric Bayesian inference using location-scale mixture priors. (English) Zbl 1204.62062 Ann. Stat. 38, No. 6, 3300-3320 (2010). MSC: 62G08 62C10 62G20 62G07 62H30 PDFBibTeX XMLCite \textit{R. de Jonge} and \textit{J. H. van Zanten}, Ann. Stat. 38, No. 6, 3300--3320 (2010; Zbl 1204.62062) Full Text: DOI arXiv
Xing, Yang Rates of posterior convergence for iid observations. (English) Zbl 1202.62063 Commun. Stat., Theory Methods 39, No. 19, 3389-3398 (2010). MSC: 62G20 62F15 62B10 62G07 PDFBibTeX XMLCite \textit{Y. Xing}, Commun. Stat., Theory Methods 39, No. 19, 3389--3398 (2010; Zbl 1202.62063) Full Text: DOI
Juárez, Miguel A.; Steel, Mark F. J. Model-based clustering of non-Gaussian panel data based on skew-\(t\) distributions. (English) Zbl 1198.62097 J. Bus. Econ. Stat. 28, No. 1, 52-66 (2010). MSC: 62M10 62F15 62P20 65C60 PDFBibTeX XMLCite \textit{M. A. Juárez} and \textit{M. F. J. Steel}, J. Bus. Econ. Stat. 28, No. 1, 52--66 (2010; Zbl 1198.62097) Full Text: DOI
Shalizi, Cosma Rohilla Dynamics of Bayesian updating with dependent data and misspecified models. (English) Zbl 1326.62017 Electron. J. Stat. 3, 1039-1074 (2009). MSC: 62C10 62G20 62M09 60F10 62M05 92D15 94A17 PDFBibTeX XMLCite \textit{C. R. Shalizi}, Electron. J. Stat. 3, 1039--1074 (2009; Zbl 1326.62017) Full Text: DOI arXiv Euclid
van der Vaart, A. W.; van Zanten, J. H. Adaptive Bayesian estimation using a Gaussian random field with inverse gamma bandwidth. (English) Zbl 1173.62021 Ann. Stat. 37, No. 5B, 2655-2675 (2009). MSC: 62G07 62F15 62M40 62H30 62G20 62G08 PDFBibTeX XMLCite \textit{A. W. van der Vaart} and \textit{J. H. van Zanten}, Ann. Stat. 37, No. 5B, 2655--2675 (2009; Zbl 1173.62021) Full Text: DOI arXiv
Roy, Anindya; Ghosal, Subhashis; Rosenberger, William F. Convergence properties of sequential Bayesian \(D\)-optimal designs. (English) Zbl 1149.62066 J. Stat. Plann. Inference 139, No. 2, 425-440 (2009). MSC: 62K05 62L05 62P10 62F15 62E20 PDFBibTeX XMLCite \textit{A. Roy} et al., J. Stat. Plann. Inference 139, No. 2, 425--440 (2009; Zbl 1149.62066) Full Text: DOI
Xing, Yang On adaptive Bayesian inference. (English) Zbl 1320.62083 Electron. J. Stat. 2, 848-862 (2008). MSC: 62G07 62G20 62C10 PDFBibTeX XMLCite \textit{Y. Xing}, Electron. J. Stat. 2, 848--862 (2008; Zbl 1320.62083) Full Text: DOI arXiv Euclid
Scricciolo, Catia A note on Bayesian nonparametric regression function estimation. (English) Zbl 1367.62125 Stat. Methods Appl. 17, No. 3, 321-334 (2008). MSC: 62G08 62F15 62G20 PDFBibTeX XMLCite \textit{C. Scricciolo}, Stat. Methods Appl. 17, No. 3, 321--334 (2008; Zbl 1367.62125) Full Text: DOI
Choi, Taeryon Convergence of posterior distribution in the mixture of regressions. (English) Zbl 1142.62032 J. Nonparametric Stat. 20, No. 4, 337-351 (2008). MSC: 62G20 62G08 62F15 65C60 PDFBibTeX XMLCite \textit{T. Choi}, J. Nonparametric Stat. 20, No. 4, 337--351 (2008; Zbl 1142.62032) Full Text: DOI
Kruijer, Willem; van der Vaart, Aad Posterior convergence rates for Dirichlet mixtures of beta densities. (English) Zbl 1134.62023 J. Stat. Plann. Inference 138, No. 7, 1981-1992 (2008). MSC: 62G07 62G20 65F15 PDFBibTeX XMLCite \textit{W. Kruijer} and \textit{A. van der Vaart}, J. Stat. Plann. Inference 138, No. 7, 1981--1992 (2008; Zbl 1134.62023) Full Text: DOI
Hossain, Ahemd; Khan, Hafiz Tareq Abdullah Bayesian analysis of three-way ANOVA model and a diagnostic test for the convergence of the estimation. (English) Zbl 1134.62016 J. Stat. Manag. Syst. 10, No. 1, 153-160 (2007). MSC: 62F15 62J10 62J20 65C40 65C60 PDFBibTeX XMLCite \textit{A. Hossain} and \textit{H. T. A. Khan}, J. Stat. Manag. Syst. 10, No. 1, 153--160 (2007; Zbl 1134.62016) Full Text: DOI
Lijoi, Antonio; Prünster, Igor; Walker, Stephen G. On convergence rates for nonparametric posterior distributions. (English) Zbl 1136.62039 Aust. N. Z. J. Stat. 49, No. 3, 209-219 (2007). MSC: 62G20 62F15 PDFBibTeX XMLCite \textit{A. Lijoi} et al., Aust. N. Z. J. Stat. 49, No. 3, 209--219 (2007; Zbl 1136.62039) Full Text: DOI
Majumdar, Suman Uniform \(L_{1}\) posterior consistency in compact Gaussian shift experiments. (English) Zbl 1120.62005 J. Stat. Plann. Inference 137, No. 7, 2102-2114 (2007). MSC: 62B15 62F12 62C10 62F15 62C25 46N30 60F05 PDFBibTeX XMLCite \textit{S. Majumdar}, J. Stat. Plann. Inference 137, No. 7, 2102--2114 (2007; Zbl 1120.62005) Full Text: DOI
Jiang, Wenxin Bayesian variable selection for high dimensional generalized linear models: convergence rates of the fitted densities. (English) Zbl 1123.62026 Ann. Stat. 35, No. 4, 1487-1511 (2007). MSC: 62F15 62J12 62F99 PDFBibTeX XMLCite \textit{W. Jiang}, Ann. Stat. 35, No. 4, 1487--1511 (2007; Zbl 1123.62026) Full Text: DOI arXiv
Walker, Stephen G.; Lijoi, Antonio; Prünster, Igor On rates of convergence for posterior distributions in infinite-dimensional models. (English) Zbl 1117.62047 Ann. Stat. 35, No. 2, 738-746 (2007). MSC: 62G20 62F15 62G07 PDFBibTeX XMLCite \textit{S. G. Walker} et al., Ann. Stat. 35, No. 2, 738--746 (2007; Zbl 1117.62047) Full Text: DOI arXiv
Ghosal, Subhashis; van der Vaart, Aad Posterior convergence rates of Dirichlet mixtures at smooth densities. (English) Zbl 1117.62046 Ann. Stat. 35, No. 2, 697-723 (2007). MSC: 62G20 62G07 62F15 PDFBibTeX XMLCite \textit{S. Ghosal} and \textit{A. van der Vaart}, Ann. Stat. 35, No. 2, 697--723 (2007; Zbl 1117.62046) Full Text: DOI arXiv
Ghosal, Subhashis; van der Vaart, Aad Convergence rates of posterior distributions for non iid observations. (English) Zbl 1114.62060 Ann. Stat. 35, No. 1, 192-223 (2007). MSC: 62G20 62F15 62B15 62G08 62M10 62M99 PDFBibTeX XMLCite \textit{S. Ghosal} and \textit{A. van der Vaart}, Ann. Stat. 35, No. 1, 192--223 (2007; Zbl 1114.62060) Full Text: DOI arXiv
Scricciolo, Catia Convergence rates for Bayesian density estimation of infinite-dimensional exponential families. (English) Zbl 1114.62043 Ann. Stat. 34, No. 6, 2897-2920 (2006). MSC: 62G07 62G20 62C10 PDFBibTeX XMLCite \textit{C. Scricciolo}, Ann. Stat. 34, No. 6, 2897--2920 (2006; Zbl 1114.62043) Full Text: DOI arXiv
Kleijn, B. J. K.; van der Vaart, A. W. Misspecification in infinite-dimensional Bayesian statistics. (English) Zbl 1095.62031 Ann. Stat. 34, No. 2, 837-877 (2006). MSC: 62F15 62G08 62G20 62F05 62B10 62A01 62G07 PDFBibTeX XMLCite \textit{B. J. K. Kleijn} and \textit{A. W. van der Vaart}, Ann. Stat. 34, No. 2, 837--877 (2006; Zbl 1095.62031) Full Text: DOI arXiv
Belitser, Eduard; Ghosal, Subhashis Adaptive Bayesian inference on the mean of an infinite-dimensional normal distribution. (English) Zbl 1039.62039 Ann. Stat. 31, No. 2, 536-559 (2003). MSC: 62G20 62C10 62G05 62F15 PDFBibTeX XMLCite \textit{E. Belitser} and \textit{S. Ghosal}, Ann. Stat. 31, No. 2, 536--559 (2003; Zbl 1039.62039) Full Text: DOI
Ghosal, Subhashis; Lember, Jüri; van der Vaart, Aad On Bayesian adaptation. (English) Zbl 1030.62030 Acta Appl. Math. 79, No. 1-2, 165-175 (2003). MSC: 62G07 62F15 62G20 PDFBibTeX XMLCite \textit{S. Ghosal} et al., Acta Appl. Math. 79, No. 1--2, 165--175 (2003; Zbl 1030.62030) Full Text: DOI
Ghosal, Subhashis; Ghosh, Jayanta K.; van der Vaart, Aad W. Convergence rates of posterior distributions. (English) Zbl 1105.62315 Ann. Stat. 28, No. 2, 500-531 (2000). MSC: 62F15 62E20 62G05 62G20 PDFBibTeX XMLCite \textit{S. Ghosal} et al., Ann. Stat. 28, No. 2, 500--531 (2000; Zbl 1105.62315) Full Text: DOI Euclid
Bishwal, J. P. N. Rates of convergence of the posterior distributions and the Bayes estimations in the Ornstein-Uhlenbeck process. (English) Zbl 0955.60075 Random Oper. Stoch. Equ. 8, No. 1, 51-70 (2000). Reviewer: A.V.Swishchuk (Kyïv) MSC: 60J60 62F15 60F10 PDFBibTeX XMLCite \textit{J. P. N. Bishwal}, Random Oper. Stoch. Equ. 8, No. 1, 51--70 (2000; Zbl 0955.60075) Full Text: DOI
Basu, Sanjib; Jammalamadaka, Sreenivasa Rao; Liu, Wei Stability and infinitesimal robustness of posterior distributions and posterior quantities. (English) Zbl 0938.62029 J. Stat. Plann. Inference 71, No. 1-2, 151-162 (1998). MSC: 62F15 62F35 62G35 60F05 PDFBibTeX XMLCite \textit{S. Basu} et al., J. Stat. Plann. Inference 71, No. 1--2, 151--162 (1998; Zbl 0938.62029) Full Text: DOI
Mukhopadhyay, Saurabh; DasGupta, Anirban Uniform approximation of Bayes solutions and posteriors: Frequentistly valid Bayes inference. (English) Zbl 0928.62025 Stat. Decis. 15, No. 1, 51-73 (1997). MSC: 62F15 62F10 62H12 62F25 PDFBibTeX XMLCite \textit{S. Mukhopadhyay} and \textit{A. DasGupta}, Stat. Decis. 15, No. 1, 51--73 (1997; Zbl 0928.62025)
Pensky, Marianna Empirical Bayes estimation of a location parameter. (English) Zbl 0883.62006 Stat. Decis. 15, No. 1, 1-16 (1997). MSC: 62C12 62F15 PDFBibTeX XMLCite \textit{M. Pensky}, Stat. Decis. 15, No. 1, 1--16 (1997; Zbl 0883.62006)
Woodroofe, Michael; Coad, D. Stephen Corrected confidence sets for sequentially designed experiments. (English) Zbl 0904.62093 Stat. Sin. 7, No. 1, 53-74 (1997). MSC: 62L05 62F25 62L10 PDFBibTeX XMLCite \textit{M. Woodroofe} and \textit{D. S. Coad}, Stat. Sin. 7, No. 1, 53--74 (1997; Zbl 0904.62093)
Pensky, Marianna A general approach to nonparametric empirical Bayes estimation. (English) Zbl 0869.62028 Statistics 29, No. 1, 61-80 (1997). MSC: 62G07 62C12 62G05 62N05 PDFBibTeX XMLCite \textit{M. Pensky}, Statistics 29, No. 1, 61--80 (1997; Zbl 0869.62028) Full Text: DOI
Gelman, Andrew Inference and monitoring convergence. (English) Zbl 0839.62020 Gilks, W. R. (ed.) et al., Markov chain Monte Carlo in practice. London: Chapman & Hall. 131-143 (1996). MSC: 62F15 65C05 60J20 PDFBibTeX XMLCite \textit{A. Gelman}, in: Markov chain Monte Carlo in practice. London: Chapman \& Hall. 131--143 (1996; Zbl 0839.62020)
Pensky, Marianna Empirical Bayes estimation of a scale parameter. (English) Zbl 0872.62005 Math. Methods Stat. 5, No. 3, 316-331 (1996). MSC: 62C12 62F12 PDFBibTeX XMLCite \textit{M. Pensky}, Math. Methods Stat. 5, No. 3, 316--331 (1996; Zbl 0872.62005)
Ghosal, Subhashis; Ghosh, Jayanta K.; Samanta, Tapas On convergence of posterior distributions. (English) Zbl 0858.62024 Ann. Stat. 23, No. 6, 2145-2152 (1995). MSC: 62F15 62E20 62F12 PDFBibTeX XMLCite \textit{S. Ghosal} et al., Ann. Stat. 23, No. 6, 2145--2152 (1995; Zbl 0858.62024) Full Text: DOI
Zellner, Arnold; Min, Chung-ki Gibbs sampler convergence criteria. (English) Zbl 0842.62018 J. Am. Stat. Assoc. 90, No. 431, 921-927 (1995). MSC: 62F15 65C99 62E99 PDFBibTeX XMLCite \textit{A. Zellner} and \textit{C.-k. Min}, J. Am. Stat. Assoc. 90, No. 431, 921--927 (1995; Zbl 0842.62018) Full Text: DOI
Escobar, Michael D.; West, Mike Bayesian density estimation and inference using mixtures. (English) Zbl 0826.62021 J. Am. Stat. Assoc. 90, No. 430, 577-588 (1995). MSC: 62F15 65C99 62G07 PDFBibTeX XMLCite \textit{M. D. Escobar} and \textit{M. West}, J. Am. Stat. Assoc. 90, No. 430, 577--588 (1995; Zbl 0826.62021) Full Text: DOI
Sun, Dongchu Integrable expansions for posterior distributions for a two-parameter exponential family. (English) Zbl 0828.62071 Ann. Stat. 22, No. 4, 1808-1830 (1994). MSC: 62L10 62E20 62L12 60G40 PDFBibTeX XMLCite \textit{D. Sun}, Ann. Stat. 22, No. 4, 1808--1830 (1994; Zbl 0828.62071) Full Text: DOI
Leite, José Galvão; Bolfarine, Heleno Bayesian estimation of the number of equiprobable classes in a population. (English) Zbl 0817.62021 REBRAPE 8, No. 2, 127-133 (1994). MSC: 62F15 62D05 62E20 PDFBibTeX XMLCite \textit{J. G. Leite} and \textit{H. Bolfarine}, REBRAPE 8, No. 2, 127--133 (1994; Zbl 0817.62021)
Wells, Martin T.; Tiwari, Ram C. Bootstrapping a Bayes estimator of a survival function with censored data. (English) Zbl 0817.62032 Ann. Inst. Stat. Math. 46, No. 3, 487-495 (1994). MSC: 62G09 62F15 PDFBibTeX XMLCite \textit{M. T. Wells} and \textit{R. C. Tiwari}, Ann. Inst. Stat. Math. 46, No. 3, 487--495 (1994; Zbl 0817.62032)
DasGupta, Anirban; Mukhopadhyay, Saurabh Uniform and subuniform posterior robustness: The sample size problem. (With discussion). (English) Zbl 0798.62006 J. Stat. Plann. Inference 40, No. 2-3, 189-204 (1994). MSC: 62A01 62F15 PDFBibTeX XMLCite \textit{A. DasGupta} and \textit{S. Mukhopadhyay}, J. Stat. Plann. Inference 40, No. 2--3, 189--204 (1994; Zbl 0798.62006) Full Text: DOI
Diebolt, Jean; Robert, Christian P. Estimation of finite mixture distributions through Bayesian sampling. (English) Zbl 0796.62028 J. R. Stat. Soc., Ser. B 56, No. 2, 363-375 (1994). MSC: 62F15 65C05 62F10 65C99 PDFBibTeX XMLCite \textit{J. Diebolt} and \textit{C. P. Robert}, J. R. Stat. Soc., Ser. B 56, No. 2, 363--375 (1994; Zbl 0796.62028)
Yang, Miin-Shen; Chen, Chih-Tien Convergence rate of the fuzzy generalized nearest neighbor rule. (English) Zbl 0794.60022 Comput. Math. Appl. 27, No. 5, 1-8 (1994). MSC: 60F99 62G20 PDFBibTeX XMLCite \textit{M.-S. Yang} and \textit{C.-T. Chen}, Comput. Math. Appl. 27, No. 5, 1--8 (1994; Zbl 0794.60022) Full Text: DOI
Tanner, Martin A. Tools for statistical inference. Methods for the exploration of posterior distributions and likelihood functions. 2. ed. (English) Zbl 0777.62003 Springer Series in Statistics. New York: Springer-Verlag. ix, 156 p. (1993). MSC: 62-02 65C60 62F12 62F15 62F25 PDFBibTeX XMLCite \textit{M. A. Tanner}, Tools for statistical inference. Methods for the exploration of posterior distributions and likelihood functions. 2. ed. New York: Springer-Verlag (1993; Zbl 0777.62003)
Woodroofe, Michael Integrable expansions for posterior distributions for one-parameter exponential families. (English) Zbl 0820.62019 Stat. Sin. 2, No. 1, 91-111 (1992). MSC: 62E20 62L12 62F15 PDFBibTeX XMLCite \textit{M. Woodroofe}, Stat. Sin. 2, No. 1, 91--111 (1992; Zbl 0820.62019)
Veres, Sándor M. Structure selection of stochastic dynamic systems. The information criterion approach. (English) Zbl 0763.62046 Stochastics Monographs. 4. New York etc.: Gordon and Breach Science Publishers. xiii, 342 p. (1991). Reviewer: J. Anděl (Praha) MSC: 62M10 62-02 62-04 62F15 PDFBibTeX XMLCite \textit{S. M. Veres}, Structure selection of stochastic dynamic systems. The information criterion approach. New York etc.: Gordon and Breach Science Publishers (1991; Zbl 0763.62046)
Florens, Jean-Pierre; Mouchart, Michel; Rolin, Jean-Marie Invariance arguments in Bayesian statistics. (English) Zbl 0721.62001 Economic decision-making: games, econometrics and optimisation, Contrib. in Honour of J. H. Drèze, 351-367 (1990). Reviewer: K.Alam (Clemson) MSC: 62A01 62C10 62B05 PDFBibTeX XML
Maryak, John L.; Spall, James C. Weak convergence and the exponential rate of concentration for posterior density functions. (English) Zbl 0703.62037 Stat. Probab. Lett. 10, No. 4, 273-278 (1990). MSC: 62F15 60F05 62H99 PDFBibTeX XMLCite \textit{J. L. Maryak} and \textit{J. C. Spall}, Stat. Probab. Lett. 10, No. 4, 273--278 (1990; Zbl 0703.62037) Full Text: DOI
Hanousek, J. Robust Bayesian type estimators and their asymptotic representation. (English) Zbl 0692.62030 Stat. Decis. 8, No. 1, 61-69 (1990). MSC: 62F15 62F35 60F05 PDFBibTeX XMLCite \textit{J. Hanousek}, Stat. Decis. 8, No. 1, 61--69 (1990; Zbl 0692.62030)
Shao, Jun Limiting behavior of Monte Carlo approximation to Bayesian action. (English) Zbl 0692.62007 Stat. Decis. 8, No. 1, 85-99 (1990). MSC: 62C10 62E20 65D99 65C99 PDFBibTeX XMLCite \textit{J. Shao}, Stat. Decis. 8, No. 1, 85--99 (1990; Zbl 0692.62007)