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Articles table of contents

Results : 76-100/121

Spectral method and regularized MLE are both optimal for top-K ranking

Authors: Yuxin Chen Jianqing Fan Cong Ma Kaizheng Wang

Journal: Annals of statistics

Citation: Yuxin Chen et al., Spectral method and regularized MLE are both optimal for top-K ranking, Annals of statistics , 47(4), 2019, pp. 2204-2235

Negative association, ordering and convergence of resampling methods

Authors: Mathieu Gerber Nicolas Chopin Nick Whiteley

Journal: Annals of statistics

Citation: Mathieu Gerber et al., Negative association, ordering and convergence of resampling methods, Annals of statistics , 47(4), 2019, pp. 2236-2260

On deep learning as a remedy for the curse of dimensionality in nonparametric regression

Authors: Benedikt Bauer Michael Kohler

Journal: Annals of statistics

Citation: Benedikt Bauer et Michael Kohler, On deep learning as a remedy for the curse of dimensionality in nonparametric regression, Annals of statistics , 47(4), 2019, pp. 2261-2285

Convergence rates of least squares regression estimators with heavy-tailed errors

Authors: Qiyang Han Jon A. Wellner

Journal: Annals of statistics

Citation: Qiyang Han et Jon A. Wellner, Convergence rates of least squares regression estimators with heavy-tailed errors, Annals of statistics , 47(4), 2019, pp. 2286-2319

Convergence complexity analysis of Albert and Chib.s algorithm for Bayesian probit regression

Authors: Qian Qin James P. Hobert

Journal: Annals of statistics

Citation: Qian Qin et James P. Hobert, Convergence complexity analysis of Albert and Chib.s algorithm for Bayesian probit regression, Annals of statistics , 47(4), 2019, pp. 2320-2347

On testing conditional qualitative treatment effects

Authors: Chengchun Shi Rui Song Wenbin Lu

Journal: Annals of statistics

Citation: Chengchun Shi et al., On testing conditional qualitative treatment effects, Annals of statistics , 47(4), 2019, pp. 2348-2377

Dynamic network models and graphon estimation

Authors: Marianna Pensky

Journal: Annals of statistics

Citation: Marianna Pensky, Dynamic network models and graphon estimation, Annals of statistics , 47(4), 2019, pp. 2378-2403

The two-to-infinity norm and singular subspace geometry with applications to high-dimensional statistics

Authors: Joshua Cape Minh Tang Carey E. Priebe

Journal: Annals of statistics

Citation: Joshua Cape et al., The two-to-infinity norm and singular subspace geometry with applications to high-dimensional statistics, Annals of statistics , 47(5), 2019, pp. 2405-2439

Isotonic regression in general dimensions

Authors: Qiyang Han Tengyao Wang Sabyasachi Chatterjee Richard J. Samworth

Journal: Annals of statistics

Citation: Qiyang Han et al., Isotonic regression in general dimensions, Annals of statistics , 47(5), 2019, pp. 2440-2471

Property testing in high-dimensional Ising models

Authors: Matey Neykov Han Liu

Journal: Annals of statistics

Citation: Matey Neykov et Han Liu, Property testing in high-dimensional Ising models, Annals of statistics , 47(5), 2019, pp. 2472-2503

A knockoff filter for high-dimensional selective inference

Authors: Rina Foygel Barber Emmanuel J. Candès

Journal: Annals of statistics

Citation: Rina Foygel Barber et Emmanuel J. Candès, A knockoff filter for high-dimensional selective inference, Annals of statistics , 47(5), 2019, pp. 2504-2537

Semi-supervised inference: General theory and estimation of means

Authors: Anru Zhang Lawrence D. Brown T. Tony Cai

Journal: Annals of statistics

Citation: Anru Zhang et al., Semi-supervised inference: General theory and estimation of means, Annals of statistics , 47(5), 2019, pp. 2538-2566

Doubly penalized estimation in additive regression with high-dimensional data

Authors: Zhiqiang Tan Cun-Hui Zhang

Journal: Annals of statistics

Citation: Zhiqiang Tan et Cun-hui Zhang, Doubly penalized estimation in additive regression with high-dimensional data, Annals of statistics , 47(5), 2019, pp. 2567-2600

Semiparametrically point-optimal hybrid rank tests for unit roots

Authors: Bo Zhou Ramon van den Akker Bas J. M. Werker

Journal: Annals of statistics

Citation: Bo Zhou et al., Semiparametrically point-optimal hybrid rank tests for unit roots, Annals of statistics , 47(5), 2019, pp. 2601-2638

The middle-scale asymptotics of Wishart matrices

Authors: Didier Chételat Martin T. Wells

Journal: Annals of statistics

Citation: Didier Chételat et Martin T. Wells, The middle-scale asymptotics of Wishart matrices, Annals of statistics , 47(5), 2019, pp. 2639-2670

Linear hypothesis testing for high dimensional generalized linear models

Authors: Chengchun Shi Rui Song Zhao Chen Runze Li

Journal: Annals of statistics

Citation: Chengchun Shi et al., Linear hypothesis testing for high dimensional generalized linear models, Annals of statistics , 47(5), 2019, pp. 2671-2703

An operator theoretic approach to nonparametric mixture models

Authors: Robert A. Vandermeulen Clayton D. Scott

Journal: Annals of statistics

Citation: Robert A. Vandermeulen et Clayton D. Scott, An operator theoretic approach to nonparametric mixture models, Annals of statistics , 47(5), 2019, pp. 2704-2733

Phase transition in the spiked random tensor with Rademacher prior

Authors: Wei-Kuo Chen

Journal: Annals of statistics

Citation: Wei-kuo Chen, Phase transition in the spiked random tensor with Rademacher prior, Annals of statistics , 47(5), 2019, pp. 2734-2756

Distance multivariance: New dependence measures for random vectors

Authors: Björn Böttcher Martin Keller-Ressel René L. Schilling

Journal: Annals of statistics

Citation: Björn Böttcher et al., Distance multivariance: New dependence measures for random vectors, Annals of statistics , 47(5), 2019, pp. 2757-2789

A unified treatment of multiple testing with prior knowledge using the p-filter

Authors: Aaditya K. Ramdas Rina F. Barber Martin J. Wainwright Michael I. Jordan

Journal: Annals of statistics

Citation: Aaditya K. Ramdas et al., A unified treatment of multiple testing with prior knowledge using the p-filter, Annals of statistics , 47(5), 2019, pp. 2790-2821

Exact lower bounds for the agnostic probably-approximately-correct (PAC) machine learning model

Authors: Aryeh Kontorovich Iosif Pinelis

Journal: Annals of statistics

Citation: Aryeh Kontorovich et Iosif Pinelis, Exact lower bounds for the agnostic probably-approximately-correct (PAC) machine learning model, Annals of statistics , 47(5), 2019, pp. 2822-2854

Eigenvalue distributions of variance components estimators in high-dimensional random effects models

Authors: Zhou Fan Iain M. Johnstone

Journal: Annals of statistics

Citation: Zhou Fan et Iain M. Johnstone, Eigenvalue distributions of variance components estimators in high-dimensional random effects models, Annals of statistics , 47(5), 2019, pp. 2855-2886

Test for high-dimensional correlation matrices

Authors: Shurong Zheng Guanghui Cheng Jianhua Guo Hongtu Zhu

Journal: Annals of statistics

Citation: Shurong Zheng et al., Test for high-dimensional correlation matrices, Annals of statistics , 47(5), 2019, pp. 2887-2921

Projected spline estimation of the nonparametric function in high-dimensional partially linear models for massive data

Authors: Heng Lian Kaifeng Zhao Shaogao Lv

Journal: Annals of statistics

Citation: Heng Lian et al., Projected spline estimation of the nonparametric function in high-dimensional partially linear models for massive data, Annals of statistics , 47(5), 2019, pp. 2922-2949

Inference for the mode of a log-concave density

Authors: Charles R. Doss Jon A. Wellner

Journal: Annals of statistics

Citation: Charles R. Doss et Jon A. Wellner, Inference for the mode of a log-concave density, Annals of statistics , 47(5), 2019, pp. 2950-2976

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