Kong, Yinfei; Li, Daoji; Fan, Yingying; Lv, Jinchi Interaction pursuit in high-dimensional multi-response regression via distance correlation. (English) Zbl 1368.62140 Ann. Stat. 45, No. 2, 897-922 (2017). MSC: 62H12 62J02 62F07 62F12 PDFBibTeX XMLCite \textit{Y. Kong} et al., Ann. Stat. 45, No. 2, 897--922 (2017; Zbl 1368.62140) Full Text: DOI arXiv
Loh, Po-Ling Statistical consistency and asymptotic normality for high-dimensional robust \(M\)-estimators. (English) Zbl 1371.62023 Ann. Stat. 45, No. 2, 866-896 (2017). MSC: 62F12 62H12 62F35 PDFBibTeX XMLCite \textit{P.-L. Loh}, Ann. Stat. 45, No. 2, 866--896 (2017; Zbl 1371.62023) Full Text: DOI arXiv
Rousseau, Judith; Szabo, Botond Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator. (English) Zbl 1371.62048 Ann. Stat. 45, No. 2, 833-865 (2017). MSC: 62G20 62G05 62G08 62G07 PDFBibTeX XMLCite \textit{J. Rousseau} and \textit{B. Szabo}, Ann. Stat. 45, No. 2, 833--865 (2017; Zbl 1371.62048) Full Text: DOI arXiv
Paindaveine, Davy; Verdebout, Thomas Inference on the mode of weak directional signals: a Le Cam perspective on hypothesis testing near singularities. (English) Zbl 1371.62043 Ann. Stat. 45, No. 2, 800-832 (2017). MSC: 62G10 62G20 62G35 62H11 PDFBibTeX XMLCite \textit{D. Paindaveine} and \textit{T. Verdebout}, Ann. Stat. 45, No. 2, 800--832 (2017; Zbl 1371.62043) Full Text: DOI arXiv
Chakraborty, Anirvan; Chaudhuri, Probal Tests for high-dimensional data based on means, spatial signs and spatial ranks. (English) Zbl 1368.62147 Ann. Stat. 45, No. 2, 771-799 (2017). MSC: 62H15 62G10 60G10 62E20 PDFBibTeX XMLCite \textit{A. Chakraborty} and \textit{P. Chaudhuri}, Ann. Stat. 45, No. 2, 771--799 (2017; Zbl 1368.62147) Full Text: DOI arXiv
Dereudre, David; Lavancier, Frédéric Consistency of likelihood estimation for Gibbs point processes. (English) Zbl 1371.62021 Ann. Stat. 45, No. 2, 744-770 (2017). MSC: 62F12 62M30 60G55 60D05 PDFBibTeX XMLCite \textit{D. Dereudre} and \textit{F. Lavancier}, Ann. Stat. 45, No. 2, 744--770 (2017; Zbl 1371.62021) Full Text: DOI arXiv
Hang, Hanyuan; Steinwart, Ingo A Bernstein-type inequality for some mixing processes and dynamical systems with an application to learning. (English) Zbl 1388.60060 Ann. Stat. 45, No. 2, 708-743 (2017). Reviewer: Giovanni Puccetti (Milano) MSC: 60E15 60G10 37D20 60F10 68T05 62G08 62M10 PDFBibTeX XMLCite \textit{H. Hang} and \textit{I. Steinwart}, Ann. Stat. 45, No. 2, 708--743 (2017; Zbl 1388.60060) Full Text: DOI arXiv
Xu, Gongjun Identifiability of restricted latent class models with binary responses. (English) Zbl 1371.62010 Ann. Stat. 45, No. 2, 675-707 (2017). MSC: 62E10 62P15 PDFBibTeX XMLCite \textit{G. Xu}, Ann. Stat. 45, No. 2, 675--707 (2017; Zbl 1371.62010) Full Text: DOI arXiv
Nandy, Preetam; Maathuis, Marloes H.; Richardson, Thomas S. Estimating the effect of joint interventions from observational data in sparse high-dimensional settings. (English) Zbl 1426.62286 Ann. Stat. 45, No. 2, 647-674 (2017). MSC: 62M99 62H12 62P10 PDFBibTeX XMLCite \textit{P. Nandy} et al., Ann. Stat. 45, No. 2, 647--674 (2017; Zbl 1426.62286) Full Text: DOI arXiv
Cai, T. Tony; Guo, Zijian Confidence intervals for high-dimensional linear regression: minimax rates and adaptivity. (English) Zbl 1371.62045 Ann. Stat. 45, No. 2, 615-646 (2017). MSC: 62G15 62C20 62J05 PDFBibTeX XMLCite \textit{T. T. Cai} and \textit{Z. Guo}, Ann. Stat. 45, No. 2, 615--646 (2017; Zbl 1371.62045) Full Text: DOI arXiv
Cardot, Hervé; Cénac, Peggy; Godichon-Baggioni, Antoine Online estimation of the geometric median in Hilbert spaces: nonasymptotic confidence balls. (English) Zbl 1371.62027 Ann. Stat. 45, No. 2, 591-614 (2017). MSC: 62G05 62L20 62G15 62G35 PDFBibTeX XMLCite \textit{H. Cardot} et al., Ann. Stat. 45, No. 2, 591--614 (2017; Zbl 1371.62027) Full Text: DOI arXiv
Li, Jun; Zhong, Ping-Shou A rate optimal procedure for recovering sparse differences between high-dimensional means under dependence. (English) Zbl 1368.62152 Ann. Stat. 45, No. 2, 557-590 (2017). MSC: 62H15 62G20 PDFBibTeX XMLCite \textit{J. Li} and \textit{P.-S. Zhong}, Ann. Stat. 45, No. 2, 557--590 (2017; Zbl 1368.62152) Full Text: DOI arXiv
Cheng, Dan; Schwartzman, Armin Multiple testing of local maxima for detection of peaks in random fields. (English) Zbl 1369.62144 Ann. Stat. 45, No. 2, 529-556 (2017). MSC: 62H35 62H15 62M40 PDFBibTeX XMLCite \textit{D. Cheng} and \textit{A. Schwartzman}, Ann. Stat. 45, No. 2, 529--556 (2017; Zbl 1369.62144) Full Text: DOI arXiv
Wang, Y. X. Rachel; Bickel, Peter J. Likelihood-based model selection for stochastic block models. (English) Zbl 1371.62017 Ann. Stat. 45, No. 2, 500-528 (2017). MSC: 62F05 05C80 91D30 PDFBibTeX XMLCite \textit{Y. X. R. Wang} and \textit{P. J. Bickel}, Ann. Stat. 45, No. 2, 500--528 (2017; Zbl 1371.62017) Full Text: DOI arXiv
Lok, Judith J. Mimicking counterfactual outcomes to estimate causal effects. (English) Zbl 1392.62323 Ann. Stat. 45, No. 2, 461-499 (2017). Reviewer: Lutz Edler (Heidelberg) MSC: 62P10 62M10 62M99 62N01 62N02 PDFBibTeX XMLCite \textit{J. J. Lok}, Ann. Stat. 45, No. 2, 461--499 (2017; Zbl 1392.62323) Full Text: DOI arXiv