Pretorius, Charl; Swanepoel, Jan W. H. On the asymptotic theory of new bootstrap confidence bounds. (English) Zbl 1412.62049 Ann. Stat. 46, No. 1, 438-456 (2018). MSC: 62G20 62G15 62G09 PDFBibTeX XMLCite \textit{C. Pretorius} and \textit{J. W. H. Swanepoel}, Ann. Stat. 46, No. 1, 438--456 (2018; Zbl 1412.62049) Full Text: DOI
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
Lin, Zhenhua; Müller, Hans-Georg; Yao, Fang Mixture inner product spaces and their application to functional data analysis. (English) Zbl 1393.62029 Ann. Stat. 46, No. 1, 370-400 (2018). MSC: 62H25 62G07 62G20 PDFBibTeX XMLCite \textit{Z. Lin} et al., Ann. Stat. 46, No. 1, 370--400 (2018; Zbl 1393.62029) Full Text: DOI
Seo, Myung Hwan; Otsu, Taisuke Local M-estimation with discontinuous criterion for dependent and limited observations. (English) Zbl 1394.62058 Ann. Stat. 46, No. 1, 344-369 (2018). MSC: 62G20 62G05 62M10 60F17 62P20 PDFBibTeX XMLCite \textit{M. H. Seo} and \textit{T. Otsu}, Ann. Stat. 46, No. 1, 344--369 (2018; Zbl 1394.62058) Full Text: DOI arXiv
Zheng, Qi; Peng, Limin; He, Xuming High dimensional censored quantile regression. (English) Zbl 1416.62236 Ann. Stat. 46, No. 1, 308-343 (2018). Reviewer: Dongsheng Tu (Kingston) MSC: 62G08 62N01 62N02 62J07 PDFBibTeX XMLCite \textit{Q. Zheng} et al., Ann. Stat. 46, No. 1, 308--343 (2018; Zbl 1416.62236) Full Text: DOI
Leung, Dennis; Drton, Mathias Testing independence in high dimensions with sums of rank correlations. (English) Zbl 1415.62038 Ann. Stat. 46, No. 1, 280-307 (2018). MSC: 62H15 60F05 62G30 60G44 PDFBibTeX XMLCite \textit{D. Leung} and \textit{M. Drton}, Ann. Stat. 46, No. 1, 280--307 (2018; Zbl 1415.62038) Full Text: DOI arXiv
Dobriban, Edgar; Wager, Stefan High-dimensional asymptotics of prediction: ridge regression and classification. (English) Zbl 1428.62307 Ann. Stat. 46, No. 1, 247-279 (2018). MSC: 62H99 62J05 62H30 62J07 PDFBibTeX XMLCite \textit{E. Dobriban} and \textit{S. Wager}, Ann. Stat. 46, No. 1, 247--279 (2018; Zbl 1428.62307) Full Text: DOI arXiv
Zhang, Xianyang; Yao, Shun; Shao, Xiaofeng Conditional mean and quantile dependence testing in high dimension. (English) Zbl 1412.62047 Ann. Stat. 46, No. 1, 219-246 (2018). Reviewer: Carlos Narciso Bouza Herrera (Habana) MSC: 62G10 62G20 62G30 PDFBibTeX XMLCite \textit{X. Zhang} et al., Ann. Stat. 46, No. 1, 219--246 (2018; Zbl 1412.62047) Full Text: DOI arXiv
Zhao, Tuo; Liu, Han; Zhang, Tong Pathwise coordinate optimization for sparse learning: algorithm and theory. (English) Zbl 1416.62413 Ann. Stat. 46, No. 1, 180-218 (2018). Reviewer: Dongsheng Tu (Kingston) MSC: 62J07 90C26 62J12 90C52 PDFBibTeX XMLCite \textit{T. Zhao} et al., Ann. Stat. 46, No. 1, 180--218 (2018; Zbl 1416.62413) Full Text: DOI arXiv
Amini, Arash A.; Levina, Elizaveta On semidefinite relaxations for the block model. (English) Zbl 1393.62021 Ann. Stat. 46, No. 1, 149-179 (2018). Reviewer: Mathias Trabs (Hamburg) MSC: 62G20 62H12 62H30 90C22 PDFBibTeX XMLCite \textit{A. A. Amini} and \textit{E. Levina}, Ann. Stat. 46, No. 1, 149--179 (2018; Zbl 1393.62021) Full Text: DOI arXiv
Mousavi, Ali; Maleki, Arian; Baraniuk, Richard G. Consistent parameter estimation for Lasso and approximate message passing. (English) Zbl 1401.62116 Ann. Stat. 46, No. 1, 119-148 (2018). Reviewer: Hannelore Liero (Potsdam) MSC: 62J07 62G05 62J05 62G20 PDFBibTeX XMLCite \textit{A. Mousavi} et al., Ann. Stat. 46, No. 1, 119--148 (2018; Zbl 1401.62116) 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
Cai, T. Tony; Zhang, Anru Rate-optimal perturbation bounds for singular subspaces with applications to high-dimensional statistics. (English) Zbl 1395.62122 Ann. Stat. 46, No. 1, 60-89 (2018). Reviewer: Jaromír Antoch (Praha) MSC: 62H12 62H25 15B52 62H30 PDFBibTeX XMLCite \textit{T. T. Cai} and \textit{A. Zhang}, Ann. Stat. 46, No. 1, 60--89 (2018; Zbl 1395.62122) Full Text: DOI arXiv
Bellec, Pierre C. Optimal bounds for aggregation of affine estimators. (English) Zbl 1401.62056 Ann. Stat. 46, No. 1, 30-59 (2018). Reviewer: Hannelore Liero (Potsdam) MSC: 62G08 62G05 62J07 PDFBibTeX XMLCite \textit{P. C. Bellec}, Ann. Stat. 46, No. 1, 30--59 (2018; Zbl 1401.62056) Full Text: DOI arXiv
Li, Xiaoou; Liu, Jingchen; Ying, Zhiliang Chernoff index for Cox test of separate parametric families. (English) Zbl 1393.62009 Ann. Stat. 46, No. 1, 1-29 (2018). Reviewer: Thorsten Dickhaus (Berlin) MSC: 62F03 62F05 62J12 62P20 PDFBibTeX XMLCite \textit{X. Li} et al., Ann. Stat. 46, No. 1, 1--29 (2018; Zbl 1393.62009) Full Text: DOI arXiv