Mulgrave, Jami J.; Ghosal, Subhashis Bayesian inference in nonparanormal graphical models. (English) Zbl 07307936 Bayesian Anal. 15, No. 2, 449-475 (2020). MSC: 62F15 62H22 62P10 92D20 PDF BibTeX XML Cite \textit{J. J. Mulgrave} and \textit{S. Ghosal}, Bayesian Anal. 15, No. 2, 449--475 (2020; Zbl 07307936) Full Text: DOI Euclid
Alhamzawi, Rahim; Ali, Haithem Taha Mohammad Brq: an R package for Bayesian quantile regression. (English) Zbl 07301392 Metron 78, No. 3, 313-328 (2020). MSC: 62G08 62J07 62-08 PDF BibTeX XML Cite \textit{R. Alhamzawi} and \textit{H. T. M. Ali}, Metron 78, No. 3, 313--328 (2020; Zbl 07301392) Full Text: DOI
Berger, James O.; Sun, Dongchu; Song, Chengyuan Bayesian analysis of the covariance matrix of a multivariate normal distribution with a new class of priors. (English) Zbl 07285298 Ann. Stat. 48, No. 4, 2381-2403 (2020). MSC: 62F15 62C10 62H10 62H12 62J10 PDF BibTeX XML Cite \textit{J. O. Berger} et al., Ann. Stat. 48, No. 4, 2381--2403 (2020; Zbl 07285298) Full Text: DOI Euclid
Grantham, Neal S.; Guan, Yawen; Reich, Brian J.; Borer, Elizabeth T.; Gross, Kevin MIMIX: a Bayesian mixed-effects model for microbiome data from designed experiments. (English) Zbl 1445.62267 J. Am. Stat. Assoc. 115, No. 530, 599-609 (2020). MSC: 62P10 62H25 92C70 PDF BibTeX XML Cite \textit{N. S. Grantham} et al., J. Am. Stat. Assoc. 115, No. 530, 599--609 (2020; Zbl 1445.62267) Full Text: DOI
Song, Qifan; Cheng, Guang Bayesian fusion estimation via \(t\) shrinkage. (English) Zbl 1451.62030 Sankhyā, Ser. A 82, No. 2, 353-385 (2020). MSC: 62F15 62J07 62H30 PDF BibTeX XML Cite \textit{Q. Song} and \textit{G. Cheng}, Sankhyā, Ser. A 82, No. 2, 353--385 (2020; Zbl 1451.62030) Full Text: DOI
Johndrow, James; Orenstein, Paulo; Bhattacharya, Anirban Scalable approximate MCMC algorithms for the horseshoe prior. (English) Zbl 07255104 J. Mach. Learn. Res. 21, Paper No. 73, 61 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Johndrow} et al., J. Mach. Learn. Res. 21, Paper No. 73, 61 p. (2020; Zbl 07255104) Full Text: Link
Joyner, Chase; Mcmahan, Christopher; Baurley, James; Pardamean, Bens A two-phase Bayesian methodology for the analysis of binary phenotypes in genome-wide association studies. (English) Zbl 1441.62390 Biom. J. 62, No. 1, 191-201 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{C. Joyner} et al., Biom. J. 62, No. 1, 191--201 (2020; Zbl 1441.62390) Full Text: DOI
Hamura, Yasuyuki; Kubokawa, Tatsuya Bayesian shrinkage estimation of negative multinomial parameter vectors. (English) Zbl 1448.62071 J. Multivariate Anal. 179, Article ID 104653, 21 p. (2020). MSC: 62H12 62F15 62C25 PDF BibTeX XML Cite \textit{Y. Hamura} and \textit{T. Kubokawa}, J. Multivariate Anal. 179, Article ID 104653, 21 p. (2020; Zbl 1448.62071) Full Text: DOI
Ruffieux, Hélène; Davison, Anthony C.; Hager, Jörg; Inshaw, Jamie; Fairfax, Benjamin P.; Richardson, Sylvia; Bottolo, Leonardo A global-local approach for detecting hotspots in multiple-response regression. (English) Zbl 1446.62288 Ann. Appl. Stat. 14, No. 2, 905-928 (2020). MSC: 62P10 62F07 62J15 92D20 PDF BibTeX XML Cite \textit{H. Ruffieux} et al., Ann. Appl. Stat. 14, No. 2, 905--928 (2020; Zbl 1446.62288) Full Text: DOI Euclid
Song, Qifan Bayesian shrinkage towards sharp minimaxity. (English) Zbl 1446.62056 Electron. J. Stat. 14, No. 2, 2714-2741 (2020). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62C20 62G32 60F10 PDF BibTeX XML Cite \textit{Q. Song}, Electron. J. Stat. 14, No. 2, 2714--2741 (2020; Zbl 1446.62056) Full Text: DOI Euclid
Dufays, Arnaud; Rombouts, Jeroen V. K. Relevant parameter changes in structural break models. (English) Zbl 07213040 J. Econom. 217, No. 1, 46-78 (2020). MSC: 62M10 62F15 62J07 62P20 PDF BibTeX XML Cite \textit{A. Dufays} and \textit{J. V. K. Rombouts}, J. Econom. 217, No. 1, 46--78 (2020; Zbl 07213040) Full Text: DOI
Li, Yaguang; Jin, Baisuo Pairwise fusion approach incorporating prior constraint information. (English) Zbl 1441.62181 Commun. Math. Stat. 8, No. 1, 47-62 (2020). Reviewer: Wolfgang Näther (Freiberg) MSC: 62J05 62J07 62F10 62P12 PDF BibTeX XML Cite \textit{Y. Li} and \textit{B. Jin}, Commun. Math. Stat. 8, No. 1, 47--62 (2020; Zbl 1441.62181) Full Text: DOI
Wei, Ran; Reich, Brian J.; Hoppin, Jane A.; Ghosal, Subhashis Sparse Bayesian additive nonparametric regression with application to health effects of pesticides mixtures. (English) Zbl 1444.62055 Stat. Sin. 30, No. 1, 55-79 (2020). MSC: 62G08 62P10 62P12 92C60 PDF BibTeX XML Cite \textit{R. Wei} et al., Stat. Sin. 30, No. 1, 55--79 (2020; Zbl 1444.62055) Full Text: DOI
Wei, Ran; Ghosal, Subhashis Contraction properties of shrinkage priors in logistic regression. (English) Zbl 1437.62296 J. Stat. Plann. Inference 207, 215-229 (2020). MSC: 62J12 62F15 62J07 PDF BibTeX XML Cite \textit{R. Wei} and \textit{S. Ghosal}, J. Stat. Plann. Inference 207, 215--229 (2020; Zbl 1437.62296) Full Text: DOI
Cao, Xuan; Khare, Kshitij; Ghosh, Malay High-dimensional posterior consistency for hierarchical non-local priors in regression. (English) Zbl 1437.62253 Bayesian Anal. 15, No. 1, 241-262 (2020). MSC: 62J05 62J07 62H12 PDF BibTeX XML Cite \textit{X. Cao} et al., Bayesian Anal. 15, No. 1, 241--262 (2020; Zbl 1437.62253) Full Text: DOI Euclid
Lim, Daeyoung; Park, Beomjo; Nott, David; Wang, Xueou; Choi, Taeryon Sparse signal shrinkage and outlier detection in high-dimensional quantile regression with variational Bayes. (English) Zbl 07161113 Stat. Interface 13, No. 2, 237-249 (2020). MSC: 62J07 62F15 62G35 PDF BibTeX XML Cite \textit{D. Lim} et al., Stat. Interface 13, No. 2, 237--249 (2020; Zbl 07161113) Full Text: DOI
Hamura, Yasuyuki; Kubokawa, Tatsuya Simultaneous estimation of parameters of Poisson distributions with unbalanced sample sizes. (English) Zbl 1436.62079 Jpn. J. Stat. Data Sci. 2, No. 2, 405-435 (2019). MSC: 62F10 62F15 62C20 PDF BibTeX XML Cite \textit{Y. Hamura} and \textit{T. Kubokawa}, Jpn. J. Stat. Data Sci. 2, No. 2, 405--435 (2019; Zbl 1436.62079) Full Text: DOI
Zens, Gregor Bayesian shrinkage in mixture-of-experts models: identifying robust determinants of class membership. (English) Zbl 07176230 Adv. Data Anal. Classif., ADAC 13, No. 4, 1019-1051 (2019). MSC: 62F15 62J07 62H30 90-08 PDF BibTeX XML Cite \textit{G. Zens}, Adv. Data Anal. Classif., ADAC 13, No. 4, 1019--1051 (2019; Zbl 07176230) Full Text: DOI
Bashir, Amir; Carvalho, Carlos M.; Hahn, P. Richard; Jones, M. Beatrix Post-processing posteriors over precision matrices to produce sparse graph estimates. (English) Zbl 1435.62103 Bayesian Anal. 14, No. 4, 1075-1090 (2019). MSC: 62F15 62H12 62J07 62P05 62H22 PDF BibTeX XML Cite \textit{A. Bashir} et al., Bayesian Anal. 14, No. 4, 1075--1090 (2019; Zbl 1435.62103) Full Text: DOI Euclid
Bai, Ray; Ghosh, Malay Large-scale multiple hypothesis testing with the normal-beta prime prior. (English) Zbl 1435.62267 Statistics 53, No. 6, 1210-1233 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J07 62J15 PDF BibTeX XML Cite \textit{R. Bai} and \textit{M. Ghosh}, Statistics 53, No. 6, 1210--1233 (2019; Zbl 1435.62267) Full Text: DOI
Ghosh, Satyajit; Khare, Kshitij; Michailidis, George High-dimensional posterior consistency in Bayesian vector autoregressive models. (English) Zbl 1420.62379 J. Am. Stat. Assoc. 114, No. 526, 735-748 (2019). MSC: 62M10 62F15 PDF BibTeX XML Cite \textit{S. Ghosh} et al., J. Am. Stat. Assoc. 114, No. 526, 735--748 (2019; Zbl 1420.62379) Full Text: DOI
Bitto, Angela; Frühwirth-Schnatter, Sylvia Achieving shrinkage in a time-varying parameter model framework. (English) Zbl 1452.62216 J. Econom. 210, No. 1, 75-97 (2019). MSC: 62F15 62M20 62J07 62M10 62P20 PDF BibTeX XML Cite \textit{A. Bitto} and \textit{S. Frühwirth-Schnatter}, J. Econom. 210, No. 1, 75--97 (2019; Zbl 1452.62216) Full Text: DOI
Abrahamsen, Tavis; Hobert, James P. Fast Monte Carlo Markov chains for Bayesian shrinkage models with random effects. (English) Zbl 1432.62050 J. Multivariate Anal. 169, 61-80 (2019). Reviewer: Joseph Melamed (Los Angeles) MSC: 62F15 PDF BibTeX XML Cite \textit{T. Abrahamsen} and \textit{J. P. Hobert}, J. Multivariate Anal. 169, 61--80 (2019; Zbl 1432.62050) Full Text: DOI arXiv
Imai, Ryo; Kubokawa, Tatsuya; Ghosh, Malay Bayes minimax competitors of preliminary test estimators in \(k\) sample problems. (English) Zbl 1430.62026 Jpn. J. Stat. Data Sci. 1, No. 1, 3-21 (2018). MSC: 62C12 62C20 62H12 PDF BibTeX XML Cite \textit{R. Imai} et al., Jpn. J. Stat. Data Sci. 1, No. 1, 3--21 (2018; Zbl 1430.62026) Full Text: DOI
Du, Xingqi; Ghosal, Subhashis Bayesian discriminant analysis using a high dimensional predictor. (English) Zbl 1422.62218 Sankhyā, Ser. A 80, No. 1, Suppl., 112-145 (2018). MSC: 62H30 62F15 62F10 PDF BibTeX XML Cite \textit{X. Du} and \textit{S. Ghosal}, Sankhyā, Ser. A 80, No. 1, 112--145 (2018; Zbl 1422.62218) Full Text: DOI
Tang, Xueying; Ghosh, Malay; Ha, Neung Soo; Sedransk, Joseph Modeling random effects using global-local shrinkage priors in small area estimation. (English) Zbl 1409.62039 J. Am. Stat. Assoc. 113, No. 524, 1476-1489 (2018). MSC: 62D05 62F15 62J07 62P20 PDF BibTeX XML Cite \textit{X. Tang} et al., J. Am. Stat. Assoc. 113, No. 524, 1476--1489 (2018; Zbl 1409.62039) Full Text: DOI
Qian, Hang Big data Bayesian linear regression and variable selection by normal-inverse-gamma summation. (English) Zbl 1407.62262 Bayesian Anal. 13, No. 4, 1011-1035 (2018). MSC: 62J05 62F15 62J07 62P20 PDF BibTeX XML Cite \textit{H. Qian}, Bayesian Anal. 13, No. 4, 1011--1035 (2018; Zbl 1407.62262) Full Text: DOI Euclid
Zhang, Yan; Bondell, Howard D. Variable selection via penalized credible regions with Dirichlet-Laplace global-local shrinkage priors. (English) Zbl 1407.62272 Bayesian Anal. 13, No. 3, 823-844 (2018). MSC: 62J07 62F15 62J05 PDF BibTeX XML Cite \textit{Y. Zhang} and \textit{H. D. Bondell}, Bayesian Anal. 13, No. 3, 823--844 (2018; Zbl 1407.62272) Full Text: DOI Euclid
Kim, Sungduk; Albert, Paul S. Latent variable Poisson models for assessing the regularity of Circadian patterns over time. (English) Zbl 1402.62275 J. Am. Stat. Assoc. 113, No. 523, 992-1002 (2018). MSC: 62P10 62M10 PDF BibTeX XML Cite \textit{S. Kim} and \textit{P. S. Albert}, J. Am. Stat. Assoc. 113, No. 523, 992--1002 (2018; Zbl 1402.62275) Full Text: DOI
Obeidat, Mohammed; Rawshdeh, Ayman Bayesian estimation of \(P(Y>X)\) in the two-parameter exponential distribution utilizing an initial guess. (English) Zbl 1397.62393 S. Afr. Stat. J. 52, No. 1, 57-71 (2018). MSC: 62N05 62F15 PDF BibTeX XML Cite \textit{M. Obeidat} and \textit{A. Rawshdeh}, S. Afr. Stat. J. 52, No. 1, 57--71 (2018; Zbl 1397.62393) Full Text: Link
Shin, Minsuk; Bhattacharya, Anirban; Johnson, Valen E. Scalable Bayesian variable selection using nonlocal prior densities in ultrahigh-dimensional settings. (English) Zbl 1390.62125 Stat. Sin. 28, No. 2, 1053-1078 (2018). MSC: 62J07 62F15 62J05 PDF BibTeX XML Cite \textit{M. Shin} et al., Stat. Sin. 28, No. 2, 1053--1078 (2018; Zbl 1390.62125) Full Text: DOI arXiv
Srivastava, Sanvesh; Engelhardt, Barbara E.; Dunson, David B. Expandable factor analysis. (English) Zbl 07072233 Biometrika 104, No. 3, 649-663 (2017). MSC: 62P10 PDF BibTeX XML Cite \textit{S. Srivastava} et al., Biometrika 104, No. 3, 649--663 (2017; Zbl 07072233) Full Text: DOI
McMahan, Christopher; Baurley, James; Bridges, William; Joyner, Chase; Kacamarga, Muhamad Fitra; Lund, Robert; Pardamean, Carissa; Pardamean, Bens A Bayesian hierarchical model for identifying significant polygenic effects while controlling for confounding and repeated measures. (English) Zbl 1396.92053 Stat. Appl. Genet. Mol. Biol. 16, No. 5-6, 407-419 (2017). MSC: 92D10 62P10 62F15 PDF BibTeX XML Cite \textit{C. McMahan} et al., Stat. Appl. Genet. Mol. Biol. 16, No. 5--6, 407--419 (2017; Zbl 1396.92053) Full Text: DOI
Guhaniyogi, Rajarshi; Qamar, Shaan; Dunson, David B. Bayesian tensor regression. (English) Zbl 1440.62253 J. Mach. Learn. Res. 18(2017-2018), Paper No. 79, 31 p. (2017). MSC: 62H35 62J05 62P10 PDF BibTeX XML Cite \textit{R. Guhaniyogi} et al., J. Mach. Learn. Res. 18, Paper No. 79, 31 p. (2017; Zbl 1440.62253) Full Text: Link
Ghosh, Prasenjit; Chakrabarti, Arijit Asymptotic optimality of one-group shrinkage priors in sparse high-dimensional problems. (English) Zbl 1384.62087 Bayesian Anal. 12, No. 4, 1133-1161 (2017). MSC: 62F15 62J07 62C10 62J15 62C20 PDF BibTeX XML Cite \textit{P. Ghosh} and \textit{A. Chakrabarti}, Bayesian Anal. 12, No. 4, 1133--1161 (2017; Zbl 1384.62087) Full Text: DOI Euclid
Tak, Hyungsuk; Morris, Carl N. Data-dependent posterior propriety of a Bayesian beta-binomial-logit model. (English) Zbl 1384.62272 Bayesian Anal. 12, No. 2, 533-555 (2017). MSC: 62J12 62E15 62F15 PDF BibTeX XML Cite \textit{H. Tak} and \textit{C. N. Morris}, Bayesian Anal. 12, No. 2, 533--555 (2017; Zbl 1384.62272) Full Text: DOI Euclid
Griffin, Jim; Brown, Phil Hierarchical shrinkage priors for regression models. (English) Zbl 1384.62225 Bayesian Anal. 12, No. 1, 135-159 (2017). MSC: 62J05 62F15 62J07 PDF BibTeX XML Cite \textit{J. Griffin} and \textit{P. Brown}, Bayesian Anal. 12, No. 1, 135--159 (2017; Zbl 1384.62225) Full Text: DOI Euclid
Zahra, Nighat; Lisawadi, Supranee; Ahmed, S. Ejaz Meta-analysis, pretest, and shrinkage estimation of kurtosis parameters. (English) Zbl 1383.62057 Commun. Stat., Simulation Comput. 46, No. 10, 7986-8004 (2017). MSC: 62F12 62J07 62H12 62P20 PDF BibTeX XML Cite \textit{N. Zahra} et al., Commun. Stat., Simulation Comput. 46, No. 10, 7986--8004 (2017; Zbl 1383.62057) Full Text: DOI
Piironen, Juho; Vehtari, Aki Sparsity information and regularization in the horseshoe and other shrinkage priors. (English) Zbl 06825039 Electron. J. Stat. 11, No. 2, 5018-5051 (2017). MSC: 62F15 62J12 PDF BibTeX XML Cite \textit{J. Piironen} and \textit{A. Vehtari}, Electron. J. Stat. 11, No. 2, 5018--5051 (2017; Zbl 06825039) Full Text: DOI Euclid
Yang, Kai; Wang, Dehui Bayesian estimation for first-order autoregressive model with explanatory variables. (English) Zbl 1379.62054 Commun. Stat., Theory Methods 46, No. 22, 11214-11227 (2017). MSC: 62M10 62F15 62H12 62J07 PDF BibTeX XML Cite \textit{K. Yang} and \textit{D. Wang}, Commun. Stat., Theory Methods 46, No. 22, 11214--11227 (2017; Zbl 1379.62054) Full Text: DOI
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 PDF BibTeX XML Cite \textit{R. Guhaniyogi}, J. Multivariate Anal. 160, 157--168 (2017; Zbl 1397.62211) Full Text: DOI
Yang, Aijun; Jiang, Xuejun; Shu, Lianjie; Lin, Jinguan Bayesian variable selection with sparse and correlation priors for high-dimensional data analysis. (English) Zbl 1417.62203 Comput. Stat. 32, No. 1, 127-143 (2017). MSC: 62J07 62F15 62H30 62P10 PDF BibTeX XML Cite \textit{A. Yang} et al., Comput. Stat. 32, No. 1, 127--143 (2017; Zbl 1417.62203) Full Text: DOI
Pal, Subahdip; Khare, Kshitij; Hobert, James P. Trace class Markov chains for Bayesian inference with generalized double Pareto shrinkage priors. (English) Zbl 1422.62243 Scand. J. Stat. 44, No. 2, 307-323 (2017). MSC: 62J05 62D05 PDF BibTeX XML Cite \textit{S. Pal} et al., Scand. J. Stat. 44, No. 2, 307--323 (2017; Zbl 1422.62243) Full Text: DOI
Zahra, Nighat; Lisawadi, Supranee; Ahmed, S. Ejaz Improved estimation of kurtosis parameters for two multivariate populations. (English) Zbl 1366.62045 Lobachevskii J. Math. 38, No. 1, 110-115 (2017). MSC: 62F10 62F12 62H05 PDF BibTeX XML Cite \textit{N. Zahra} et al., Lobachevskii J. Math. 38, No. 1, 110--115 (2017; Zbl 1366.62045) Full Text: DOI
Durante, Daniele A note on the multiplicative gamma process. (English) Zbl 06675255 Stat. Probab. Lett. 122, 198-204 (2017). MSC: 62H12 60E15 PDF BibTeX XML Cite \textit{D. Durante}, Stat. Probab. Lett. 122, 198--204 (2017; Zbl 06675255) Full Text: DOI
Datta, Jyotishka; Dunson, David B. Bayesian inference on quasi-sparse count data. (English) Zbl 07072165 Biometrika 103, No. 4, 971-983 (2016). MSC: 62P10 PDF BibTeX XML Cite \textit{J. Datta} and \textit{D. B. Dunson}, Biometrika 103, No. 4, 971--983 (2016; Zbl 07072165) Full Text: DOI
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon Default Bayesian analysis with global-local shrinkage priors. (English) Zbl 07072164 Biometrika 103, No. 4, 955-969 (2016). MSC: 62P10 PDF BibTeX XML Cite \textit{A. Bhadra} et al., Biometrika 103, No. 4, 955--969 (2016; Zbl 07072164) Full Text: DOI
Bhattacharya, Anirban; Dunson, David B.; Pati, Debdeep; Pillai, Natesh S. Sub-optimality of some continuous shrinkage priors. (English) Zbl 1419.62050 Stochastic Processes Appl. 126, No. 12, 3828-3842 (2016). MSC: 62F15 62J07 PDF BibTeX XML Cite \textit{A. Bhattacharya} et al., Stochastic Processes Appl. 126, No. 12, 3828--3842 (2016; Zbl 1419.62050) Full Text: DOI arXiv
Chen, Ding-Geng (Din) Robustness of the shrinkage estimator for the relative potency in the combination of multivariate bioassays. (English) Zbl 1347.62046 Commun. Stat., Theory Methods 45, No. 18, 5380-5391 (2016). MSC: 62F15 62H10 62J07 PDF BibTeX XML Cite \textit{D.-G. Chen}, Commun. Stat., Theory Methods 45, No. 18, 5380--5391 (2016; Zbl 1347.62046) Full Text: DOI
Nooghabi, Mehdi Jabbari Shrinkage estimation of \(P(Y < X)\) in the exponential distribution mixing with exponential distribution. (English) Zbl 1337.62171 Commun. Stat., Theory Methods 45, No. 5, 1477-1486 (2016). MSC: 62J07 62F10 PDF BibTeX XML Cite \textit{M. J. Nooghabi}, Commun. Stat., Theory Methods 45, No. 5, 1477--1486 (2016; Zbl 1337.62171) Full Text: DOI
Chen, Hsiang-Chun; Wehrly, Thomas E. Approximate uniform shrinkage prior for a multivariate generalized linear mixed model. (English) Zbl 1360.62405 J. Multivariate Anal. 145, 148-161 (2016). MSC: 62J12 62F15 62P10 PDF BibTeX XML Cite \textit{H.-C. Chen} and \textit{T. E. Wehrly}, J. Multivariate Anal. 145, 148--161 (2016; Zbl 1360.62405) Full Text: DOI
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B. Dirichlet-Laplace priors for optimal shrinkage. (English) Zbl 1373.62368 J. Am. Stat. Assoc. 110, No. 512, 1479-1490 (2015). MSC: 62J07 62F15 PDF BibTeX XML Cite \textit{A. Bhattacharya} et al., J. Am. Stat. Assoc. 110, No. 512, 1479--1490 (2015; Zbl 1373.62368) Full Text: DOI arXiv
Hahn, P. Richard; Carvalho, Carlos M. Decoupling shrinkage and selection in Bayesian linear models: a posterior summary perspective. (English) Zbl 1373.62036 J. Am. Stat. Assoc. 110, No. 509, 435-448 (2015). MSC: 62C05 62J07 62F07 PDF BibTeX XML Cite \textit{P. R. Hahn} and \textit{C. M. Carvalho}, J. Am. Stat. Assoc. 110, No. 509, 435--448 (2015; Zbl 1373.62036) Full Text: DOI
Peng, Lijun; Carvalho, Luis E. Bayesian ridge-regularized covariance selection with community behavior in latent Gaussian graphical models. (English) Zbl 1364.62266 Polpo, Adriano (ed.) et al., Interdisciplinary Bayesian statistics. EBEB 2014. Proceedings of the 12th Brazilian meeting on Bayesian statistics, Atibaia, Brazil, March 10–14, 2014. Cham: Springer (ISBN 978-3-319-12453-7/hbk; 978-3-319-12454-4/ebook). Springer Proceedings in Mathematics & Statistics 118, 207-216 (2015). MSC: 62P10 62F15 62J07 PDF BibTeX XML Cite \textit{L. Peng} and \textit{L. E. Carvalho}, in: Interdisciplinary Bayesian statistics. EBEB 2014. Proceedings of the 12th Brazilian meeting on Bayesian statistics, Atibaia, Brazil, March 10--14, 2014. Cham: Springer. 207--216 (2015; Zbl 1364.62266) Full Text: DOI
Wang, Min; Sun, Xiaoqian; Lu, Tao Bayesian structured variable selection in linear regression models. (English) Zbl 1342.65065 Comput. Stat. 30, No. 1, 205-229 (2015). MSC: 65C60 62J05 62J07 PDF BibTeX XML Cite \textit{M. Wang} et al., Comput. Stat. 30, No. 1, 205--229 (2015; Zbl 1342.65065) Full Text: DOI
Xu, Xiaofan; Ghosh, Malay Bayesian variable selection and estimation for group Lasso. (English) Zbl 1334.62132 Bayesian Anal. 10, No. 4, 909-936 (2015). MSC: 62J07 62F15 62J05 PDF BibTeX XML Cite \textit{X. Xu} and \textit{M. Ghosh}, Bayesian Anal. 10, No. 4, 909--936 (2015; Zbl 1334.62132) Full Text: DOI Euclid arXiv
Fouskakis, Dimitris; Ntzoufras, Ioannis; Draper, David Power-expected-posterior priors for variable selection in Gaussian linear models. (English) Zbl 1335.62045 Bayesian Anal. 10, No. 1, 75-107 (2015). MSC: 62F15 62J05 62J07 PDF BibTeX XML Cite \textit{D. Fouskakis} et al., Bayesian Anal. 10, No. 1, 75--107 (2015; Zbl 1335.62045) Full Text: DOI Euclid
Held, Leonhard; Sabanés Bové, Daniel; Gravestock, Isaac Approximate Bayesian model selection with the deviance statistic. (English) Zbl 1332.62094 Stat. Sci. 30, No. 2, 242-257 (2015). MSC: 62F15 62J07 62J12 62N01 PDF BibTeX XML Cite \textit{L. Held} et al., Stat. Sci. 30, No. 2, 242--257 (2015; Zbl 1332.62094) Full Text: DOI Euclid arXiv
Matsuda, Takeru; Komaki, Fumiyasu Singular value shrinkage priors for Bayesian prediction. (English) Zbl 1419.62148 Biometrika 102, No. 4, 843-854 (2015). MSC: 62H25 62J05 62J07 62F15 PDF BibTeX XML Cite \textit{T. Matsuda} and \textit{F. Komaki}, Biometrika 102, No. 4, 843--854 (2015; Zbl 1419.62148) Full Text: DOI
Komaki, Fumiyasu Simultaneous prediction for independent Poisson processes with different durations. (English) Zbl 1325.60073 J. Multivariate Anal. 141, 35-48 (2015). MSC: 60G55 62M20 62F15 PDF BibTeX XML Cite \textit{F. Komaki}, J. Multivariate Anal. 141, 35--48 (2015; Zbl 1325.60073) Full Text: DOI arXiv
Lv, Jinchi; Liu, Jun S. Model selection principles in misspecified models. (English) Zbl 1411.62218 J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 1, 141-167 (2014). MSC: 62J12 62J07 62F07 62F15 62B10 PDF BibTeX XML Cite \textit{J. Lv} and \textit{J. S. Liu}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 1, 141--167 (2014; Zbl 1411.62218) Full Text: DOI
Strawn, Nate; Armagan, Artin; Saab, Rayan; Carin, Lawrence; Dunson, David Finite sample posterior concentration in high-dimensional regression. (English) Zbl 1309.62117 Inf. Inference 3, No. 2, 103-133 (2014). MSC: 62J05 62H12 62J07 PDF BibTeX XML Cite \textit{N. Strawn} et al., Inf. Inference 3, No. 2, 103--133 (2014; Zbl 1309.62117) Full Text: DOI arXiv
Martin, Ryan; Walker, Stephen G. Asymptotically minimax empirical Bayes estimation of a sparse normal mean vector. (English) Zbl 1302.62015 Electron. J. Stat. 8, No. 2, 2188-2206 (2014). MSC: 62C12 62C20 62F12 PDF BibTeX XML Cite \textit{R. Martin} and \textit{S. G. Walker}, Electron. J. Stat. 8, No. 2, 2188--2206 (2014; Zbl 1302.62015) Full Text: DOI Euclid arXiv
Pathmanathan, Dharini; Mukerjee, Rahul; Ong, S. H. Two-sided Bayesian and frequentist tolerance intervals: general asymptotic results with applications. (English) Zbl 1367.62074 Statistics 48, No. 3, 524-538 (2014). MSC: 62F25 62F12 62F15 62P30 PDF BibTeX XML Cite \textit{D. Pathmanathan} et al., Statistics 48, No. 3, 524--538 (2014; Zbl 1367.62074) Full Text: DOI
Griffin, Jim E.; Brown, Philip J. Some priors for sparse regression modelling. (English) Zbl 1329.62132 Bayesian Anal. 8, No. 3, 691-702 (2013). MSC: 62F15 62J05 62J07 65C60 PDF BibTeX XML Cite \textit{J. E. Griffin} and \textit{P. J. Brown}, Bayesian Anal. 8, No. 3, 691--702 (2013; Zbl 1329.62132) Full Text: DOI Euclid
Peterson, Christine; Vannucci, Marina; Karakas, Cemal; Choi, William; Ma, Lihua; Maletic-Savatic, Mirjana Inferring metabolic networks using the Bayesian adaptive graphical Lasso with informative priors. (English) Zbl 1326.92028 Stat. Interface 6, No. 4, 547-558 (2013). MSC: 92C42 62-09 62P10 62F15 62J07 PDF BibTeX XML Cite \textit{C. Peterson} et al., Stat. Interface 6, No. 4, 547--558 (2013; Zbl 1326.92028) Full Text: DOI
Hahn, P. Richard; Carvalho, Carlos M.; Mukherjee, Sayan Partial factor modeling: predictor-dependent shrinkage for linear regression. (English) Zbl 06224982 J. Am. Stat. Assoc. 108, No. 503, 999-1008 (2013). MSC: 62 PDF BibTeX XML Cite \textit{P. R. Hahn} et al., J. Am. Stat. Assoc. 108, No. 503, 999--1008 (2013; Zbl 06224982) Full Text: DOI
Armagan, Artin; Dunson, David B.; Lee, Jaeyong Generalized double Pareto shrinkage. (English) Zbl 1259.62061 Stat. Sin. 23, No. 1, 119-143 (2013). MSC: 62J07 62F15 65C40 65C60 PDF BibTeX XML Cite \textit{A. Armagan} et al., Stat. Sin. 23, No. 1, 119--143 (2013; Zbl 1259.62061) Full Text: DOI arXiv
Bouriga, M.; Féron, O. Estimation of covariance matrices based on hierarchical inverse-Wishart priors. (English) Zbl 1428.62216 J. Stat. Plann. Inference 143, No. 4, 795-808 (2013). MSC: 62H12 62E15 62F15 62J07 PDF BibTeX XML Cite \textit{M. Bouriga} and \textit{O. Féron}, J. Stat. Plann. Inference 143, No. 4, 795--808 (2013; Zbl 1428.62216) Full Text: DOI
Rigollet, Philippe; Tsybakov, Alexandre B. Sparse estimation by exponential weighting. (English) Zbl 1331.62351 Stat. Sci. 27, No. 4, 558-575 (2012). MSC: 62J07 62G08 62F15 PDF BibTeX XML Cite \textit{P. Rigollet} and \textit{A. B. Tsybakov}, Stat. Sci. 27, No. 4, 558--575 (2012; Zbl 1331.62351) Full Text: DOI Euclid arXiv
Morris, Carl N.; Lysy, Martin Shrinkage estimation in multilevel normal models. (English) Zbl 1330.62290 Stat. Sci. 27, No. 1, 115-134 (2012). MSC: 62J07 62F15 62F10 62H12 PDF BibTeX XML Cite \textit{C. N. Morris} and \textit{M. Lysy}, Stat. Sci. 27, No. 1, 115--134 (2012; Zbl 1330.62290) Full Text: DOI Euclid
George, Edward I.; Liang, Feng; Xu, Xinyi From minimax shrinkage estimation to minimax shrinkage prediction. (English) Zbl 1330.62288 Stat. Sci. 27, No. 1, 82-94 (2012). MSC: 62J07 62G07 62C10 62C12 62C20 PDF BibTeX XML Cite \textit{E. I. George} et al., Stat. Sci. 27, No. 1, 82--94 (2012; Zbl 1330.62288) Full Text: DOI Euclid
Berger, James; Jefferys, William H.; Müller, Peter Bayesian nonparametric shrinkage applied to Cepheid star oscillations. (English) Zbl 1330.62186 Stat. Sci. 27, No. 1, 3-10 (2012). MSC: 62G08 62J07 62F15 85A35 62P35 PDF BibTeX XML Cite \textit{J. Berger} et al., Stat. Sci. 27, No. 1, 3--10 (2012; Zbl 1330.62186) Full Text: DOI Euclid
Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P. Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. (English) Zbl 1330.62284 Bayesian Anal. 7, No. 2, 477-502 (2012). MSC: 62J07 62J05 62F15 PDF BibTeX XML Cite \textit{G. Celeux} et al., Bayesian Anal. 7, No. 2, 477--502 (2012; Zbl 1330.62284) Full Text: DOI Euclid
Maruyama, Yuzo; Strawderman, William E. Bayesian predictive densities for linear regression models under \(\alpha\)-divergence loss: Some results and open problems. (English) Zbl 1326.62021 Fourdrinier, Dominique (ed.) et al., Contemporary developments in Bayesian analysis and statistical decision theory. A festschrift for William E. Strawderman. Beachwood, OH: IMS, Institute of Mathematical Statistics (ISBN 978-0-940600-81-2). Institute of Mathematical Statistics Collections 8, 42-56 (2012). MSC: 62C20 62J07 62F15 PDF BibTeX XML Cite \textit{Y. Maruyama} and \textit{W. E. Strawderman}, in: Contemporary developments in Bayesian analysis and statistical decision theory. A festschrift for William E. Strawderman. Beachwood, OH: IMS, Institute of Mathematical Statistics. 42--56 (2012; Zbl 1326.62021) Full Text: DOI arXiv
Yi, Nengjun; Ma, Shuangge Hierarchical shrinkage priors and model fitting for high-dimensional generalized linear models. (English) Zbl 1296.92079 Stat. Appl. Genet. Mol. Biol. 11, No. 6, Article No. 3, 23 p. (2012). MSC: 92B15 62J12 62F15 PDF BibTeX XML Cite \textit{N. Yi} and \textit{S. Ma}, Stat. Appl. Genet. Mol. Biol. 11, No. 6, Article No. 3, 23 p. (2012; Zbl 1296.92079) Full Text: DOI
Li, Yalian; Yang, Hu A new Liu-type estimator in linear regression model. (English) Zbl 1440.62275 Stat. Pap. 53, No. 2, 427-437 (2012). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{Y. Li} and \textit{H. Yang}, Stat. Pap. 53, No. 2, 427--437 (2012; Zbl 1440.62275) Full Text: DOI
Griffin, J. E.; Brown, P. J. Structuring shrinkage: some correlated priors for regression. (English) Zbl 1239.62084 Biometrika 99, No. 2, 481-487 (2012). MSC: 62J07 62H20 62H10 PDF BibTeX XML Cite \textit{J. E. Griffin} and \textit{P. J. Brown}, Biometrika 99, No. 2, 481--487 (2012; Zbl 1239.62084) Full Text: DOI
Liao, Yuan; Jiang, Wenxin Posterior consistency of nonparametric conditional moment restricted models. (English) Zbl 1246.62087 Ann. Stat. 39, No. 6, 3003-3031 (2011). MSC: 62G05 62G08 62F15 62G20 PDF BibTeX XML Cite \textit{Y. Liao} and \textit{W. Jiang}, Ann. Stat. 39, No. 6, 3003--3031 (2011; Zbl 1246.62087) Full Text: DOI Euclid arXiv
Ghosh, Malay Objective priors: an introduction for frequentists. (English) Zbl 1246.62045 Stat. Sci. 26, No. 2, 187-202 (2011). MSC: 62F15 PDF BibTeX XML Cite \textit{M. Ghosh}, Stat. Sci. 26, No. 2, 187--202 (2011; Zbl 1246.62045) Full Text: DOI Euclid
Ishwaran, Hemant; Rao, J. Sunil Consistency of spike and slab regression. (English) Zbl 1225.62096 Stat. Probab. Lett. 81, No. 12, 1920-1928 (2011). MSC: 62J05 62F15 PDF BibTeX XML Cite \textit{H. Ishwaran} and \textit{J. S. Rao}, Stat. Probab. Lett. 81, No. 12, 1920--1928 (2011; Zbl 1225.62096) Full Text: DOI
Griffin, Jim E.; Brown, Philip J. Inference with normal-gamma prior distributions in regression problems. (English) Zbl 1330.62128 Bayesian Anal. 5, No. 1, 171-188 (2010). MSC: 62F15 62J07 60J22 65C60 65C05 PDF BibTeX XML Cite \textit{J. E. Griffin} and \textit{P. J. Brown}, Bayesian Anal. 5, No. 1, 171--188 (2010; Zbl 1330.62128) Full Text: DOI Euclid
Ong, S. H.; Mukerjee, Rahul Data-dependent probability matching priors of the second order. (English) Zbl 1291.62070 Statistics 44, No. 3, 291-302 (2010). MSC: 62F15 PDF BibTeX XML Cite \textit{S. H. Ong} and \textit{R. Mukerjee}, Statistics 44, No. 3, 291--302 (2010; Zbl 1291.62070) Full Text: DOI
Chang, In Hong; Mukerjee, Rahul Highest posterior density regions with approximate frequentist validity: the role of data-dependent priors. (English) Zbl 1202.62039 Stat. Probab. Lett. 80, No. 23-24, 1791-1797 (2010). MSC: 62F15 62E15 65C60 PDF BibTeX XML Cite \textit{I. H. Chang} and \textit{R. Mukerjee}, Stat. Probab. Lett. 80, No. 23--24, 1791--1797 (2010; Zbl 1202.62039) Full Text: DOI
Tsai, Miao-Yu A hybrid approximation Bayesian test of variance components for longitudinal data. (English) Zbl 1201.62038 Commun. Stat., Theory Methods 39, No. 16, 2849-2864 (2010). MSC: 62F15 62F03 62J12 65C60 PDF BibTeX XML Cite \textit{M.-Y. Tsai}, Commun. Stat., Theory Methods 39, No. 16, 2849--2864 (2010; Zbl 1201.62038) Full Text: DOI
MacLehose, Richard F.; Dunson, David B. Bayesian semiparametric multiple shrinkage. (English) Zbl 1192.62085 Biometrics 66, No. 2, 455-462 (2010). MSC: 62F15 62P10 65C40 65C60 PDF BibTeX XML Cite \textit{R. F. MacLehose} and \textit{D. B. Dunson}, Biometrics 66, No. 2, 455--462 (2010; Zbl 1192.62085) Full Text: DOI
Li, Yisheng; Lin, Xihong; Müller, Peter Bayesian inference in semiparametric mixed models for longitudinal data. (English) Zbl 1187.62057 Biometrics 66, No. 1, 70-78 (2010). MSC: 62F15 62P10 62G08 62H99 PDF BibTeX XML Cite \textit{Y. Li} et al., Biometrics 66, No. 1, 70--78 (2010; Zbl 1187.62057) Full Text: DOI
Sardy, Sylvain Adaptive posterior mode estimation of a sparse sequence for model selection. (English) Zbl 1222.62042 Scand. J. Stat. 36, No. 4, 577-601 (2009). Reviewer: R. E. Maiboroda (Kyïv) MSC: 62F15 62J12 PDF BibTeX XML Cite \textit{S. Sardy}, Scand. J. Stat. 36, No. 4, 577--601 (2009; Zbl 1222.62042) Full Text: DOI
Kato, Kengo Improved prediction for a multivariate normal distribution with unknown mean and variance. (English) Zbl 1332.62030 Ann. Inst. Stat. Math. 61, No. 3, 531-542 (2009). MSC: 62C10 62C20 62J07 PDF BibTeX XML Cite \textit{K. Kato}, Ann. Inst. Stat. Math. 61, No. 3, 531--542 (2009; Zbl 1332.62030) Full Text: DOI
Mathur, Nidhi; Singh, Housila P. Estimation of population mean with prior information using scrambled response technique. (English) Zbl 1310.62017 Braz. J. Probab. Stat. 22, No. 2, 165-181 (2008). MSC: 62D05 62J07 PDF BibTeX XML Cite \textit{N. Mathur} and \textit{H. P. Singh}, Braz. J. Probab. Stat. 22, No. 2, 165--181 (2008; Zbl 1310.62017) Full Text: Link
Khan, Shahjahan Shrinkage estimators of intercept parameters of two simple regression models with suspected equal slopes. (English) Zbl 1139.62012 Commun. Stat., Theory Methods 37, No. 2, 247-260 (2008). MSC: 62J07 62F10 62F30 62J05 PDF BibTeX XML Cite \textit{S. Khan}, Commun. Stat., Theory Methods 37, No. 2, 247--260 (2008; Zbl 1139.62012) Full Text: DOI
Gruber, Marvin H. J. Some applications of the Rao distance to shrinkage estimators. (English) Zbl 1318.62239 Commun. Stat., Theory Methods 37, No. 2, 180-193 (2008). MSC: 62J07 62F15 PDF BibTeX XML Cite \textit{M. H. J. Gruber}, Commun. Stat., Theory Methods 37, No. 2, 180--193 (2008; Zbl 1318.62239) Full Text: DOI
Xiong, Jian; Chen, D. G.; Yang, Zhen-Hai A shrinkage estimator for combination of bioassayss. (English) Zbl 1127.62118 Acta Math. Appl. Sin., Engl. Ser. 23, No. 3, 467-476 (2007). MSC: 62P10 62J07 62F03 62J99 PDF BibTeX XML Cite \textit{J. Xiong} et al., Acta Math. Appl. Sin., Engl. Ser. 23, No. 3, 467--476 (2007; Zbl 1127.62118) Full Text: DOI
Khan, Shahjahan Shrinkage estimation of the slope parameters of two parallel regression lines under uncertain prior information. (English) Zbl 1187.62126 Model Assist. Stat. Appl. 1(2005-2006), No. 3, 193-205 (2006). MSC: 62J07 62F30 62F03 62J05 PDF BibTeX XML Cite \textit{S. Khan}, Model Assist. Stat. Appl. 1, No. 3, 193--205 (2006; Zbl 1187.62126)
Braak, Cajo J. F. Ter Bayesian sigmoid shrinkage with improper variance priors and an application to wavelet denoising. (English) Zbl 1157.62357 Comput. Stat. Data Anal. 51, No. 2, 1232-1242 (2006). MSC: 62F15 62J05 65T60 PDF BibTeX XML Cite \textit{C. J. F. T. Braak}, Comput. Stat. Data Anal. 51, No. 2, 1232--1242 (2006; Zbl 1157.62357) Full Text: DOI
Komaki, Fumiyasu A class of proper priors for Bayesian simultaneous prediction of independent Poisson observables. (English) Zbl 1099.62023 J. Multivariate Anal. 97, No. 8, 1815-1828 (2006). MSC: 62F15 62C10 PDF BibTeX XML Cite \textit{F. Komaki}, J. Multivariate Anal. 97, No. 8, 1815--1828 (2006; Zbl 1099.62023) Full Text: DOI
Spitzner, Dan J. Risk-reducing shrinkage estimation for generalized linear models. (English) Zbl 1060.62079 J. R. Stat. Soc., Ser. B, Stat. Methodol. 67, No. 1, 183-196 (2005). MSC: 62J12 62C12 PDF BibTeX XML Cite \textit{D. J. Spitzner}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 67, No. 1, 183--196 (2005; Zbl 1060.62079) Full Text: DOI
Skrondal, Anders; Rabe-Hesketh, Sophia Generalized latent variable modeling. Multilevel, longitudinal, and structural equation models. (English) Zbl 1097.62001 Interdisciplinary Statistics. Boca Raton, FL: Chapman & Hall/CRC (ISBN 1-58488-000-7/hbk; 978-0-203-48943-7/ebook). xi, 508 p. (2004). Reviewer: Yuehua Wu (Toronto) MSC: 62-02 62J12 65C60 62Pxx PDF BibTeX XML Cite \textit{A. Skrondal} and \textit{S. Rabe-Hesketh}, Generalized latent variable modeling. Multilevel, longitudinal, and structural equation models. Boca Raton, FL: Chapman \& Hall/CRC (2004; Zbl 1097.62001) Full Text: Link
Komaki, Fumiyasu Simultaneous prediction of independent Poisson observables. (English) Zbl 1092.62036 Ann. Stat. 32, No. 4, 1744-1769 (2004). MSC: 62F15 62C15 PDF BibTeX XML Cite \textit{F. Komaki}, Ann. Stat. 32, No. 4, 1744--1769 (2004; Zbl 1092.62036) Full Text: DOI arXiv
Datta, Gauri Sankar; Mukerjee, Rahul Probability matching priors for predicting a dependent variable with application to regression models. (English) Zbl 1050.62029 Ann. Inst. Stat. Math. 55, No. 1, 1-6 (2003). MSC: 62F15 62J02 62F10 PDF BibTeX XML Cite \textit{G. S. Datta} and \textit{R. Mukerjee}, Ann. Inst. Stat. Math. 55, No. 1, 1--6 (2003; Zbl 1050.62029)