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Bing, Xin; Wegkamp, Marten Optimal discriminant analysis in high-dimensional latent factor models. (English) Zbl 07732746 Ann. Stat. 51, No. 3, 1232-1257 (2023). MSC: 62H12 62J07 PDFBibTeX XMLCite \textit{X. Bing} and \textit{M. Wegkamp}, Ann. Stat. 51, No. 3, 1232--1257 (2023; Zbl 07732746) Full Text: DOI arXiv Link
Gamarnik, David; Zadik, Ilias Sparse high-dimensional linear regression. Estimating squared error and a phase transition. (English) Zbl 1486.62200 Ann. Stat. 50, No. 2, 880-903 (2022). MSC: 62J05 62B10 68Q87 94A12 PDFBibTeX XMLCite \textit{D. Gamarnik} and \textit{I. Zadik}, Ann. Stat. 50, No. 2, 880--903 (2022; Zbl 1486.62200) Full Text: DOI
Mukherjee, Gourab; Johnstone, Iain M. On minimax optimality of sparse Bayes predictive density estimates. (English) Zbl 1486.62094 Ann. Stat. 50, No. 1, 81-106 (2022). MSC: 62G07 62C12 62C20 62J07 PDFBibTeX XMLCite \textit{G. Mukherjee} and \textit{I. M. Johnstone}, Ann. Stat. 50, No. 1, 81--106 (2022; Zbl 1486.62094) Full Text: DOI arXiv
Castillo, Ismaël; Ročková, Veronika Uncertainty quantification for Bayesian CART. (English) Zbl 1486.62131 Ann. Stat. 49, No. 6, 3482-3509 (2021). MSC: 62G15 62G20 PDFBibTeX XMLCite \textit{I. Castillo} and \textit{V. Ročková}, Ann. Stat. 49, No. 6, 3482--3509 (2021; Zbl 1486.62131) Full Text: DOI arXiv
Jiang, Sheng; Tokdar, Surya T. Variable selection consistency of Gaussian process regression. (English) Zbl 1486.62110 Ann. Stat. 49, No. 5, 2491-2505 (2021). MSC: 62G08 62G20 60G15 PDFBibTeX XMLCite \textit{S. Jiang} and \textit{S. T. Tokdar}, Ann. Stat. 49, No. 5, 2491--2505 (2021; Zbl 1486.62110) Full Text: DOI arXiv Link
Ray, Kolyan; van der Vaart, Aad Semiparametric Bayesian causal inference. (English) Zbl 1471.62348 Ann. Stat. 48, No. 5, 2999-3020 (2020). Reviewer: Joseph Melamed (Los Angeles) MSC: 62G20 62G15 62G08 60G15 PDFBibTeX XMLCite \textit{K. Ray} and \textit{A. van der Vaart}, Ann. Stat. 48, No. 5, 2999--3020 (2020; Zbl 1471.62348) Full Text: DOI arXiv Euclid
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 1471.62280 Ann. Stat. 48, No. 4, 2381-2403 (2020). Reviewer: Joseph Melamed (Los Angeles) MSC: 62F15 62C10 62H10 62H12 62J10 PDFBibTeX XMLCite \textit{J. O. Berger} et al., Ann. Stat. 48, No. 4, 2381--2403 (2020; Zbl 1471.62280) Full Text: DOI Euclid
Bing, Xin; Bunea, Florentina; Ning, Yang; Wegkamp, Marten Adaptive estimation in structured factor models with applications to overlapping clustering. (English) Zbl 1455.62116 Ann. Stat. 48, No. 4, 2055-2081 (2020). MSC: 62H25 62H30 PDFBibTeX XMLCite \textit{X. Bing} et al., Ann. Stat. 48, No. 4, 2055--2081 (2020; Zbl 1455.62116) Full Text: DOI arXiv Euclid
Ročková, Veronika Bayesian estimation of sparse signals with a continuous spike-and-slab prior. (English) Zbl 1395.62230 Ann. Stat. 46, No. 1, 401-437 (2018). Reviewer: Jaromír Antoch (Praha) MSC: 62J99 62F15 62C12 62J07 PDFBibTeX XMLCite \textit{V. Ročková}, Ann. Stat. 46, No. 1, 401--437 (2018; Zbl 1395.62230) Full Text: DOI
Uhler, Caroline; Lenkoski, Alex; Richards, Donald Exact formulas for the normalizing constants of Wishart distributions for graphical models. (English) Zbl 1392.62146 Ann. Stat. 46, No. 1, 90-118 (2018). Reviewer: Alessandro Selvitella (Ottawa) MSC: 62H05 60E05 62E15 PDFBibTeX XMLCite \textit{C. Uhler} et al., Ann. Stat. 46, No. 1, 90--118 (2018; Zbl 1392.62146) Full Text: DOI arXiv
Massam, Hélène; Wesołowski, Jacek A new prior for discrete DAG models with a restricted set of directions. (English) Zbl 1341.62153 Ann. Stat. 44, No. 3, 1010-1037 (2016). MSC: 62H17 62F15 62E99 PDFBibTeX XMLCite \textit{H. Massam} and \textit{J. Wesołowski}, Ann. Stat. 44, No. 3, 1010--1037 (2016; Zbl 1341.62153) Full Text: DOI arXiv Euclid
Castillo, Ismaël; Schmidt-Hieber, Johannes; van der Vaart, Aad Bayesian linear regression with sparse priors. (English) Zbl 1486.62197 Ann. Stat. 43, No. 5, 1986-2018 (2015). MSC: 62J05 62F15 62G05 62G20 PDFBibTeX XMLCite \textit{I. Castillo} et al., Ann. Stat. 43, No. 5, 1986--2018 (2015; Zbl 1486.62197) Full Text: DOI arXiv Euclid
Byrne, Simon; Dawid, A. Philip Structural Markov graph laws for Bayesian model uncertainty. (English) Zbl 1317.62046 Ann. Stat. 43, No. 4, 1647-1681 (2015). MSC: 62H05 05C80 05C90 68T30 PDFBibTeX XMLCite \textit{S. Byrne} and \textit{A. P. Dawid}, Ann. Stat. 43, No. 4, 1647--1681 (2015; Zbl 1317.62046) Full Text: DOI arXiv Euclid
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David Posterior contraction in sparse Bayesian factor models for massive covariance matrices. (English) Zbl 1305.62124 Ann. Stat. 42, No. 3, 1102-1130 (2014). MSC: 62F15 62G05 62G20 62H25 PDFBibTeX XMLCite \textit{D. Pati} et al., Ann. Stat. 42, No. 3, 1102--1130 (2014; Zbl 1305.62124) Full Text: DOI arXiv Euclid
Ledoit, Olivier; Wolf, Michael Nonlinear shrinkage estimation of large-dimensional covariance matrices. (English) Zbl 1274.62371 Ann. Stat. 40, No. 2, 1024-1060 (2012). MSC: 62H12 62G20 60B20 PDFBibTeX XMLCite \textit{O. Ledoit} and \textit{M. Wolf}, Ann. Stat. 40, No. 2, 1024--1060 (2012; Zbl 1274.62371) Full Text: DOI arXiv Euclid
Bogdan, Małgorzata; Chakrabarti, Arijit; Frommlet, Florian; Ghosh, Jayanta K. Asymptotic Bayes-optimality under sparsity of some multiple testing procedures. (English) Zbl 1221.62012 Ann. Stat. 39, No. 3, 1551-1579 (2011). MSC: 62C10 62C25 62J15 62F05 PDFBibTeX XMLCite \textit{M. Bogdan} et al., Ann. Stat. 39, No. 3, 1551--1579 (2011; Zbl 1221.62012) Full Text: DOI arXiv
Khare, Kshitij; Rajaratnam, Bala Wishart distributions for decomposable covariance graph models. (English) Zbl 1274.62369 Ann. Stat. 39, No. 1, 514-555 (2011). MSC: 62H12 62C10 62F15 62H10 PDFBibTeX XMLCite \textit{K. Khare} and \textit{B. Rajaratnam}, Ann. Stat. 39, No. 1, 514--555 (2011; Zbl 1274.62369) Full Text: DOI arXiv
Scott, James G.; Berger, James O. Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem. (English) Zbl 1200.62020 Ann. Stat. 38, No. 5, 2587-2619 (2010). MSC: 62F15 62C12 62J05 62J15 65C60 PDFBibTeX XMLCite \textit{J. G. Scott} and \textit{J. O. Berger}, Ann. Stat. 38, No. 5, 2587--2619 (2010; Zbl 1200.62020) Full Text: DOI arXiv
Rajaratnam, Bala; Massam, Hélène; Carvalho, Carlos M. Flexible covariance estimation in graphical Gaussian models. (English) Zbl 1168.62054 Ann. Stat. 36, No. 6, 2818-2849 (2008). MSC: 62H12 62C10 05C90 62F15 PDFBibTeX XMLCite \textit{B. Rajaratnam} et al., Ann. Stat. 36, No. 6, 2818--2849 (2008; Zbl 1168.62054) Full Text: DOI arXiv