Taheri, Marzieh; Kheradmandnia, Manouchehr Modified intrinsic Bayes factor for multivariate regression models. (English) Zbl 07971635 Statistics 59, No. 1, 61-80 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Rasmussen, Aksel K.; Seizilles, Fanny; Girolami, Mark; Kazlauskaite, Ieva The Bayesian approach to inverse Robin problems. (English) Zbl 07950866 SIAM/ASA J. Uncertain. Quantif. 12, 1050-1084 (2024). MSC: 35R30 35J25 62G20 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Castelletti, F.; Peluso, S. Bayesian learning of network structures from interventional experimental data. (English) Zbl 07943909 Biometrika 111, No. 1, 195-214 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Geun Kim, Young; Baek, Changryong Bayesian vector heterogeneous autoregressive modelling. (English) Zbl 07895645 J. Stat. Comput. Simulation 94, No. 6, 1139-1157 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Padoan, Simone A.; Rizzelli, Stefano Empirical Bayes inference for the block maxima method. (English) Zbl 07874415 Bernoulli 30, No. 3, 2154-2184 (2024). MSC: 62-XX 60-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Dolera, Emanuele; Favaro, Stefano; Mainini, Edoardo Strong posterior contraction rates via Wasserstein dynamics. (English) Zbl 07859950 Probab. Theory Relat. Fields 189, No. 1-2, 659-720 (2024). MSC: 62G20 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fang, Xiao; Ghosh, Malay High-dimensional properties for empirical priors in linear regression with unknown error variance. (English) Zbl 07840076 Stat. Pap. 65, No. 1, 237-262 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sagar, Ksheera; Banerjee, Sayantan; Datta, Jyotishka; Bhadra, Anindya Precision matrix estimation under the horseshoe-like prior-penalty dual. (English) Zbl 07823206 Electron. J. Stat. 18, No. 1, 1-46 (2024). MSC: 62H12 62F12 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Wu, Ben; Guo, Ying; Kang, Jian Bayesian spatial blind source separation via the thresholded Gaussian process. (English) Zbl 07820393 J. Am. Stat. Assoc. 119, No. 545, 422-433 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ohn, Ilsang; Lin, Lizhen Adaptive variational Bayes: optimality, computation and applications. (English) Zbl 1539.62046 Ann. Stat. 52, No. 1, 335-363 (2024). MSC: 62C10 62G20 68T07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Afkham, B. M.; Knudsen, K.; Rasmussen, A. K.; Tarvainen, T. A Bayesian approach for consistent reconstruction of inclusions. (English) Zbl 1534.35441 Inverse Probl. 40, No. 4, Article ID 045004, 38 p. (2024). MSC: 35R30 62F15 62G20 65C05 65J22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liu, Laura Density forecasts in panel data models: a semiparametric Bayesian perspective. (English) Zbl 1531.62171 J. Bus. Econ. Stat. 41, No. 2, 349-363 (2023). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Guha, Sharmistha; Rodriguez, Abel High-dimensional Bayesian network classification with network global-local shrinkage priors. (English) Zbl 07810212 Bayesian Anal. 18, No. 4, 1131-1160 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Jalali, Peyman; Khare, Kshitij; Michailidis, George A Bayesian subset specific approach to joint selection of multiple graphical models. (English) Zbl 07764900 Stat. Sin. 33, No. 4, 2669-2692 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Pan, Tianyu; Hu, Guanyu; Shen, Weining Identifying latent groups in spatial panel data using a Markov random field constrained product partition model. (English) Zbl 07764885 Stat. Sin. 33, No. 4, 2281-2304 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kleijn, B. J. K.; van Waaij, J. Asymptotic uncertainty quantification for communities in sparse planted bi-section models. (English) Zbl 1518.62008 J. Stat. Plann. Inference 227, 112-128 (2023). MSC: 62H22 05C80 62C10 62G05 62G15 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
de Hoop, Maarten V.; Kovachki, Nikola B.; Nelsen, Nicholas H.; Stuart, Andrew M. Convergence rates for learning linear operators from noisy data. (English) Zbl 1514.62075 SIAM/ASA J. Uncertain. Quantif. 11, 480-513 (2023). MSC: 62G20 62C10 68T05 47A62 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Song, Qifan; Liang, Faming Nearly optimal Bayesian shrinkage for high-dimensional regression. (English) Zbl 07649255 Sci. China, Math. 66, No. 2, 409-442 (2023). MSC: 62J07 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chib, Siddhartha; Shin, Minchul; Simoni, Anna Bayesian estimation and comparison of conditional moment models. (English) Zbl 07909594 J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 3, 740-764 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Ma, Yucong; Liu, Jun S. On posterior consistency of Bayesian factor models in high dimensions. (English) Zbl 07809993 Bayesian Anal. 17, No. 3, 901-929 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Ohn, Ilsang; Kim, Yongdai Posterior consistency of factor dimensionality in high-dimensional sparse factor models. (English) Zbl 07809908 Bayesian Anal. 17, No. 2, 491-514 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Sun, Yan; Song, Qifan; Liang, Faming Consistent sparse deep learning: theory and computation. (English) Zbl 1514.68270 J. Am. Stat. Assoc. 117, No. 540, 1981-1995 (2022). MSC: 68T07 68T20 68W40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
He, Jie; Kang, Jian Prior knowledge guided ultra-high dimensional variable screening with application to neuroimaging data. (English) Zbl 07601230 Stat. Sin. 32, No. 4, 2095-2117 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Kornely, Mia J. K.; Kateri, Maria Asymptotic posterior normality of multivariate latent traits in an IRT model. (English) Zbl 1497.62304 Psychometrika 87, No. 3, 1146-1172 (2022). MSC: 62P15 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Ruoyang; Yao, Yisha; Ghosh, Malay Contraction of a quasi-Bayesian model with shrinkage priors in precision matrix estimation. (English) Zbl 07560393 J. Stat. Plann. Inference 221, 154-171 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Samanta, Srijata; Khare, Kshitij; Michailidis, George A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions. (English) Zbl 1490.62023 Stat. Comput. 32, No. 3, Paper No. 47, 23 p. (2022). MSC: 62-08 62H12 62F15 62F12 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Padoan, Simone A.; Rizzelli, Stefano Consistency of Bayesian inference for multivariate max-stable distributions. (English) Zbl 1539.62132 Ann. Stat. 50, No. 3, 1490-1518 (2022). MSC: 62G32 60G70 62C10 62G20 62H05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
McGoff, Kevin; Mukherjee, Sayan; Nobel, Andrew B. Gibbs posterior convergence and the thermodynamic formalism. (English) Zbl 1493.62510 Ann. Appl. Probab. 32, No. 1, 461-496 (2022). MSC: 62M09 37D35 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI Link
Florens, Jean-Pierre; Simoni, Anna Gaussian processes and Bayesian moment estimation. (English) Zbl 1547.62721 J. Bus. Econ. Stat. 39, No. 2, 482-492 (2021). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Guhaniyogi, Rajarshi; Spencer, Daniel Bayesian tensor response regression with an application to brain activation studies. (English) Zbl 07808152 Bayesian Anal. 16, No. 4, 1221-1249 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Beraha, Mario; Guglielmi, Alessandra; Quintana, Fernando A. The semi-hierarchical Dirichlet process and its application to clustering homogeneous distributions. (English) Zbl 07808151 Bayesian Anal. 16, No. 4, 1187-1219 (2021). MSC: 62-XX 60G57 62G05 62F15 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Cao, Xuan; Yang, Fang On the non-local priors for sparsity selection in high-dimensional Gaussian DAG models. (English) Zbl 07660281 Stat. Theory Relat. Fields 5, No. 4, 332-345 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Hawekotte, Keenan; Luczak, Susan E.; Rosen, I. G. Deconvolving breath alcohol concentration from biosensor measured transdermal alcohol level under uncertainty: a Bayesian approach. (English) Zbl 1501.92038 Math. Biosci. Eng. 18, No. 5, 6739-6770 (2021). MSC: 92C47 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kejzlar, Vojtech; Son, Mookyong; Bhattacharya, Shrijita; Maiti, Tapabrata A fast and calibrated computer model emulator: an empirical Bayes approach. (English) Zbl 1475.62042 Stat. Comput. 31, No. 4, Paper No. 49, 26 p. (2021). MSC: 62-08 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sun, Shiliang; Sun, Xuli; Liu, Qiuyang Multi-view Gaussian processes with posterior consistency. (English) Zbl 1479.62047 Inf. Sci. 547, 710-722 (2021). MSC: 62H30 60G15 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Jongbloed, Geurt; van der Meulen, Frank; Pang, Lixue Nonparametric Bayesian estimation of a concave distribution function with mixed interval censored data. (English) Zbl 1477.62077 Braz. J. Probab. Stat. 35, No. 3, 544-568 (2021). MSC: 62G05 62N01 65C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liu, Xi; Hu, Xueping; Yu, Keming A discrete density approach to Bayesian quantile and expectile regression with discrete responses. (English) Zbl 1477.62095 J. Stat. Theory Pract. 15, No. 3, Paper No. 73, 19 p. (2021). MSC: 62G08 62P10 65C05 × Cite Format Result Cite Review PDF Full Text: DOI
Jantre, S. R.; Bhattacharya, S.; Maiti, T. Quantile regression neural networks: a Bayesian approach. (English) Zbl 1477.62090 J. Stat. Theory Pract. 15, No. 3, Paper No. 68, 34 p. (2021). MSC: 62G08 62M45 65C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jongbloed, Geurt; van der Meulen, Frank; Pang, Lixue Bayesian estimation of a decreasing density. (English) Zbl 1475.62132 Braz. J. Probab. Stat. 35, No. 2, 392-420 (2021). MSC: 62G05 62G07 62P10 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Cao, Xuan; Lee, Kyoungjae Joint Bayesian variable and DAG selection consistency for high-dimensional regression models with network-structured covariates. (English) Zbl 1475.62115 Stat. Sin. 31, No. 3, 1509-1530 (2021). MSC: 62F07 62F15 05C90 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bhattacharya, Indrabati; Ghosal, Subhashis Bayesian multivariate quantile regression using dependent Dirichlet process prior. (English) Zbl 1475.62142 J. Multivariate Anal. 185, Article ID 104763, 18 p. (2021). Reviewer: Pavel Stoynov (Sofia) MSC: 62G08 62H12 62F12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhuo, Bumeng; Gao, Chao Mixing time of Metropolis-Hastings for Bayesian community detection. (English) Zbl 1539.68290 J. Mach. Learn. Res. 22, Paper No. 10, 89 p. (2021). MSC: 68T05 05C80 60J22 62F15 62H30 68Q25 91D30 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Jia, Junxiong; Peng, Jigen; Gao, Jinghuai Posterior contraction for empirical Bayesian approach to inverse problems under non-diagonal assumption. (English) Zbl 1467.35350 Inverse Probl. Imaging 15, No. 2, 201-228 (2021). MSC: 35R30 35R25 45Q05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Xiuqi; Ghosal, Subhashis Bayesian change point detection for functional data. (English) Zbl 1465.62083 J. Stat. Plann. Inference 213, 193-205 (2021). MSC: 62G10 62R10 62P12 86A08 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI Euclid Link
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 × Cite Format Result Cite Review PDF Full Text: DOI
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Zhao, Ningning; Bai, Zhidong Bayesian statistical inference based on rounded data. (English) Zbl 07552566 Commun. Stat., Simulation Comput. 49, No. 1, 135-146 (2020). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Teckentrup, Aretha L. Convergence of Gaussian process regression with estimated hyper-parameters and applications in Bayesian inverse problems. (English) Zbl 1461.60022 SIAM/ASA J. Uncertain. Quantif. 8, 1310-1337 (2020). MSC: 60G15 62G08 62J07 65D05 65D30 65J22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cao, Xuan; Khare, Kshitij; Ghosh, Malay Consistent Bayesian sparsity selection for high-dimensional Gaussian DAG models with multiplicative and beta-mixture priors. (English) Zbl 1448.62070 J. Multivariate Anal. 179, Article ID 104628, 21 p. (2020). MSC: 62H12 62F07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Maitra, Trisha; Bhattacharya, Sourabh On classical and Bayesian asymptotics in state space stochastic differential equations. (English) Zbl 1448.60125 Braz. J. Probab. Stat. 34, No. 3, 629-657 (2020). MSC: 60H10 62F12 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Maitra, Trisha; Bhattacharya, Sourabh On classical and Bayesian asymptotics in stochastic differential equations with random effects having mixture normal distributions. (English) Zbl 1435.62112 J. Stat. Plann. Inference 208, 36-57 (2020). MSC: 62F15 62F12 60H15 60H10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Cai, Qingpo; Kang, Jian; Yu, Tianwei Bayesian network marker selection via the thresholded graph Laplacian Gaussian prior. (English) Zbl 1437.62291 Bayesian Anal. 15, No. 1, 79-102 (2020). MSC: 62J12 62H22 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Wang, Zhanfeng; Li, Kai; Shi, Jian Qing A robust estimation for the extended \(t\)-process regression model. (English) Zbl 1459.62131 Stat. Probab. Lett. 157, Article ID 108626, 5 p. (2020). MSC: 62J02 62F35 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fouskakis, Dimitris; Ntzoufras, Ioannis; Perrakis, Konstantinos Variations of power-expected-posterior priors in normal regression models. (English) Zbl 1510.62295 Comput. Stat. Data Anal. 143, Article ID 106836, 26 p. (2020). MSC: 62J05 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Belomestny, Denis; Gugushvili, Shota; Schauer, Moritz; Spreij, Peter Nonparametric Bayesian inference for Gamma-type Lévy subordinators. (English) Zbl 1427.62020 Commun. Math. Sci. 17, No. 3, 781-816 (2019). MSC: 62G05 60G51 62G20 62P05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
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 × Cite Format Result Cite Review PDF Full Text: DOI Link
Branson, Zach; Rischard, Maxime; Bornn, Luke; Miratrix, Luke W. A nonparametric Bayesian methodology for regression discontinuity designs. (English) Zbl 1422.62147 J. Stat. Plann. Inference 202, 14-30 (2019). MSC: 62G08 60G15 62K20 62P99 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Koskela, Jere; Spanò, Dario; Jenkins, Paul A. Consistency of Bayesian nonparametric inference for discretely observed jump diffusions. (English) Zbl 1466.62381 Bernoulli 25, No. 3, 2183-2205 (2019). MSC: 62M05 60J60 62F15 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Li, Cheng; Lin, Lizhen; Dunson, David B. On posterior consistency of tail index for Bayesian kernel mixture models. (English) Zbl 1466.62268 Bernoulli 25, No. 3, 1999-2028 (2019). MSC: 62F15 62G32 62H30 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Cao, Xuan; Khare, Kshitij; Ghosh, Malay Posterior graph selection and estimation consistency for high-dimensional Bayesian DAG models. (English) Zbl 1417.62140 Ann. Stat. 47, No. 1, 319-348 (2019). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62H12 62F15 62F12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Guhaniyogi, Rajarshi; Banerjee, Sudipto Meta-kriging: scalable Bayesian modeling and inference for massive spatial datasets. (English) Zbl 07929997 Technometrics 60, No. 4, 430-444 (2018). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Xiaoguang; Niu, Yi; Li, Xiaofang Bayesian ROC curve estimation under binormality using an ordinal category likelihood. (English) Zbl 1508.62270 Commun. Stat., Theory Methods 47, No. 18, 4628-4640 (2018). MSC: 62P10 62F15 × Cite Format Result Cite Review PDF Full Text: DOI
Maitra, Trisha; Bhattacharya, Sourabh On asymptotic inference in stochastic differential equations with time-varying covariates. (English. French summary) Zbl 1492.62056 Can. J. Stat. 46, No. 4, 635-655 (2018). MSC: 62F12 60H10 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kang, Jian; Reich, Brian J.; Staicu, Ana-Maria Scalar-on-image regression via the soft-thresholded Gaussian process. (English) Zbl 07072406 Biometrika 105, No. 1, 165-184 (2018). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Linero, Antonio R.; Yang, Yun Bayesian regression tree ensembles that adapt to smoothness and sparsity. (English) Zbl 1407.62138 J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 5, 1087-1110 (2018). MSC: 62G08 62C10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lie, H. C.; Sullivan, T. J.; Teckentrup, A. L. Random forward models and log-likelihoods in Bayesian inverse problems. (English) Zbl 1409.62062 SIAM/ASA J. Uncertain. Quantif. 6, 1600-1629 (2018). MSC: 62F15 62G08 65D05 68W20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Bassetti, Federico; Casarin, Roberto; Ravazzolo, Francesco Bayesian nonparametric calibration and combination of predictive distributions. (English) Zbl 1398.62060 J. Am. Stat. Assoc. 113, No. 522, 675-685 (2018). MSC: 62F15 62G99 62M20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Savitsky, Terrance D.; Srivastava, Sanvesh Scalable Bayes under informative sampling. (English) Zbl 1403.62225 Scand. J. Stat. 45, No. 3, 534-556 (2018). MSC: 62P20 62D05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bai, Ray; Ghosh, Malay High-dimensional multivariate posterior consistency under global-local shrinkage priors. (English) Zbl 1403.62134 J. Multivariate Anal. 167, 157-170 (2018). MSC: 62J07 62F15 62H12 62F12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Koskela, Jere; Jenkins, Paul A.; Spanò, Dario Bayesian non-parametric inference for \(\Lambda\)-coalescents: posterior consistency and a parametric method. (English) Zbl 1419.62063 Bernoulli 24, No. 3, 2122-2153 (2018). MSC: 62G05 60G57 62F15 62G20 62M10 65C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Stuart, Andrew M.; Teckentrup, Aretha L. Posterior consistency for Gaussian process approximations of Bayesian posterior distributions. (English) Zbl 1429.60040 Math. Comput. 87, No. 310, 721-753 (2018). MSC: 60G15 62G08 65D05 65D30 65J22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Linero, A. R. Bayesian nonparametric analysis of longitudinal studies in the presence of informative missingness. (English) Zbl 1506.62443 Biometrika 104, No. 2, 327-341 (2017). MSC: 62P10 62G05 62F15 × Cite Format Result Cite Review PDF Full Text: DOI Link
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 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Hong, Liang; Martin, Ryan A review of Bayesian asymptotics in general insurance applications. (English) Zbl 1394.62142 Eur. Actuar. J. 7, No. 1, 231-255 (2017). MSC: 62P05 62F15 91B30 × Cite Format Result Cite Review PDF Full Text: DOI
Sriram, Karthik; Ramamoorthi, R. V. Correction to: “Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density”. (English) Zbl 1430.62084 Bayesian Anal. 12, No. 4, 1217-1219 (2017). MSC: 62G08 62F15 62G20 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Fouskakis, Dimitris; Ntzoufras, Ioannis Information consistency of the Jeffreys power-expected-posterior prior in Gaussian linear models. (English) Zbl 1392.62071 Metron 75, No. 3, 371-380 (2017). MSC: 62F15 62J05 × Cite Format Result Cite Review PDF Full Text: DOI
Chae, Minwoo; Walker, Stephen G. A novel approach to Bayesian consistency. (English) Zbl 1392.62090 Electron. J. Stat. 11, No. 2, 4723-4745 (2017). Reviewer: Wiesław Dziubdziela (Miedziana Gora) MSC: 62G05 62G20 62F15 62G07 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Yi, Taihe; Wang, Zhengming Bayesian sieve method for piece-wise smooth regression. (English) Zbl 1391.62068 Stat. Probab. Lett. 130, 5-11 (2017). MSC: 62G08 62G10 62G20 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI
Goh, Gyuhyeong; Dey, Dipak K.; Chen, Kun Bayesian sparse reduced rank multivariate regression. (English) Zbl 1362.62140 J. Multivariate Anal. 157, 14-28 (2017). MSC: 62J05 62F15 62H12 62H25 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Lin, Lizhen; Rao, Vinayak; Dunson, David Bayesian nonparametric inference on the Stiefel manifold. (English) Zbl 1362.62071 Stat. Sin. 27, No. 2, 535-554 (2017). MSC: 62G05 62G07 62H12 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dasgupta, Shibasish High-dimensional posterior consistency of the Bayesian Lasso. (English) Zbl 1349.62077 Commun. Stat., Theory Methods 45, No. 22, 6700-6708 (2016). MSC: 62F15 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Dan; Wang, Xia; Lin, Lizhen; Dey, Dipak K. Flexible link functions in nonparametric binary regression with Gaussian process priors. (English) Zbl 1390.62063 Biometrics 72, No. 3, 707-719 (2016). MSC: 62G08 60G15 62P15 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Kekkonen, Hanne; Lassas, Matti; Siltanen, Samuli Posterior consistency and convergence rates for Bayesian inversion with hypoelliptic operators. (English) Zbl 1390.35422 Inverse Probl. 32, No. 8, Article ID 085005, 31 p. (2016). MSC: 35R30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fouskakis, D.; Ntzoufras, I. Limiting behavior of the Jeffreys power-expected-posterior Bayes factor in Gaussian linear models. (English) Zbl 1381.62230 Braz. J. Probab. Stat. 30, No. 2, 299-320 (2016). MSC: 62J05 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Song, Qifan; Liang, Faming A split-and-merge Bayesian variable selection approach for ultrahigh dimensional regression. (English) Zbl 1414.62322 J. R. Stat. Soc., Ser. B, Stat. Methodol. 77, No. 5, 947-972 (2015). MSC: 62J07 62J05 62F15 × Cite Format Result Cite Review PDF Full Text: DOI