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Results : 51-75/160

Functional data analysis in the Banach space of continuous functions

Authors: Holger Dette Kevin Kokot Alexander Aue

Journal: Annals of statistics

Citation: Holger Dette et al., Functional data analysis in the Banach space of continuous functions, Annals of statistics , 48(2), 2020, pp. 1168-1192

Mean estimation with sub-Gaussian rates in polynomial time

Authors: Samuel B. Hopkins

Journal: Annals of statistics

Citation: Samuel B. Hopkins, Mean estimation with sub-Gaussian rates in polynomial time, Annals of statistics , 48(2), 2020, pp. 1193-1213

Bootstrapping max statistics in high dimensions: Near-parametric rates under weak variance decay and application to functional and multinomial data

Authors: Miles E. Lopes Zhenhua Lin Hans-Georg Müller

Journal: Annals of statistics

Citation: Miles E. Lopes et al., Bootstrapping max statistics in high dimensions: Near-parametric rates under weak variance decay and application to functional and multinomial data, Annals of statistics , 48(2), 2020, pp. 1214-1229

Testing in high-dimensional spiked models

Authors: Iain M. Johnstone Alexei Onatski

Journal: Annals of statistics

Citation: Iain M. Johnstone et Alexei Onatski, Testing in high-dimensional spiked models, Annals of statistics , 48(3), 2020, pp. 1231-1254

Limiting laws for divergent spiked eigenvalues and largest nonspiked eigenvalue of sample covariance matrices

Authors: T. Tony Cai Xiao Han Guangming Pan

Journal: Annals of statistics

Citation: T. Tony Cai et al., Limiting laws for divergent spiked eigenvalues and largest nonspiked eigenvalue of sample covariance matrices, Annals of statistics , 48(3), 2020, pp. 1255-1280

Post hoc confidence bounds on false positives using reference families

Authors: Gilles Blanchard Pierre Neuvial Etienne Roquain

Journal: Annals of statistics

Citation: Gilles Blanchard et al., Post hoc confidence bounds on false positives using reference families, Annals of statistics , 48(3), 2020, pp. 1281-1303

Distribution and correlation-free two-sample test of high-dimensional means

Authors: Kaijie Xue Fang Yao

Journal: Annals of statistics

Citation: Kaijie Xue et Fang Yao, Distribution and correlation-free two-sample test of high-dimensional means, Annals of statistics , 48(3), 2020, pp. 1304-1328

Just interpolate: Kernel .Ridgeless. regression can generalize

Authors: Tengyuan Liang Alexander Rakhlin

Journal: Annals of statistics

Citation: Tengyuan Liang et Alexander Rakhlin, Just interpolate: Kernel .Ridgeless. regression can generalize, Annals of statistics , 48(3), 2020, pp. 1329-1347

Bridging the gap between constant step size stochastic gradient descent and Markov chains

Authors: Aymeric Dieuleveut Alain Durmus Francis Bach

Journal: Annals of statistics

Citation: Aymeric Dieuleveut et al., Bridging the gap between constant step size stochastic gradient descent and Markov chains, Annals of statistics , 48(3), 2020, pp. 1348-1382

Control of Generalized Error Rates in Multiple Testing

Authors: Romano, Joseph P. Wolf, Michael

Journal: Annals of statistics

Citation: P. Romano, Joseph et Wolf, Michael, Control of Generalized Error Rates in Multiple Testing, Annals of statistics , 35(4), 2020, pp. 1378-1408

Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions

Authors: Richard Nickl Kolyan Ray

Journal: Annals of statistics

Citation: Richard Nickl et Kolyan Ray, Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions, Annals of statistics , 48(3), 2020, pp. 1383-1408

Robust inference with knockoffs

Authors: Rina Foygel Barber Emmanuel J. Candès Richard J. Samworth

Journal: Annals of statistics

Citation: Rina Foygel Barber et al., Robust inference with knockoffs, Annals of statistics , 48(3), 2020, pp. 1409-1431

Nonparametric Bayesian analysis of the compound Poisson prior for support boundary recovery

Authors: Markus Reiß Johannes Schmidt-Hieber

Journal: Annals of statistics

Citation: Markus Reiß et Johannes Schmidt-hieber, Nonparametric Bayesian analysis of the compound Poisson prior for support boundary recovery, Annals of statistics , 48(3), 2020, pp. 1432-1451

Entrywise eigenvector analysis of random matrices with low expected rank

Authors: Emmanuel Abbe Jianqing Fan Kaizheng Wang Yiqiao Zhong

Journal: Annals of statistics

Citation: Emmanuel Abbe et al., Entrywise eigenvector analysis of random matrices with low expected rank, Annals of statistics , 48(3), 2020, pp. 1452-1474

Concentration of tempered posteriors and of their variational approximations

Authors: Pierre Alquier James Ridgway

Journal: Annals of statistics

Citation: Pierre Alquier et James Ridgway, Concentration of tempered posteriors and of their variational approximations, Annals of statistics , 48(3), 2020, pp. 1475-1497

Robust and rate-optimal Gibbs posterior inference on the boundary of a noisy image

Authors: Nicholas Syring Ryan Martin

Journal: Annals of statistics

Citation: Nicholas Syring et Ryan Martin, Robust and rate-optimal Gibbs posterior inference on the boundary of a noisy image, Annals of statistics , 48(3), 2020, pp. 1498-1513

The hardness of conditional independence testing and the generalised covariance measure

Authors: Rajen D. Shah Jonas Peters

Journal: Annals of statistics

Citation: Rajen D. Shah et Jonas Peters, The hardness of conditional independence testing and the generalised covariance measure, Annals of statistics , 48(3), 2020, pp. 1514-1538

Some theoretical properties of GANS

Authors: Gérard Biau Benoît Cadre Maxime Sangnier Ugo Tanielian

Journal: Annals of statistics

Citation: Gérard Biau et al., Some theoretical properties of GANS, Annals of statistics , 48(3), 2020, pp. 1539-1566

On post dimension reduction statistical inference

Authors: Kyongwon Kim Bing Li Zhou Yu Lexin Li

Journal: Annals of statistics

Citation: Kyongwon Kim et al., On post dimension reduction statistical inference, Annals of statistics , 48(3), 2020, pp. 1567-1592

Statistical and computational limits for sparse matrix detection

Authors: T. Tony Cai Yihong Wu

Journal: Annals of statistics

Citation: T. Tony Cai et Yihong Wu, Statistical and computational limits for sparse matrix detection, Annals of statistics , 48(3), 2020, pp. 1593-1614

"Preconditioning" for Feature Selection and Regression in High-Dimensional Problems

Authors: Paul, Debashis Bair, Eric Hastie, Trevor Tibshirani, Robert

Journal: Annals of statistics

Citation: Paul, Debashis et al., "Preconditioning" for Feature Selection and Regression in High-Dimensional Problems, Annals of statistics , 36(4), 2020, pp. 1595-1618

Segmentation and estimation of change-point models: False positive control and confidence regions

Authors: Xiao Fang Jian Li David Siegmund

Journal: Annals of statistics

Citation: Xiao Fang et al., Segmentation and estimation of change-point models: False positive control and confidence regions, Annals of statistics , 48(3), 2020, pp. 1615-1647

Robust covariance estimation under L4.L2 norm equivalence

Authors: Shahar Mendelson Nikita Zhivotovskiy

Journal: Annals of statistics

Citation: Shahar Mendelson et Nikita Zhivotovskiy, Robust covariance estimation under L4.L2 norm equivalence, Annals of statistics , 48(3), 2020, pp. 1648-1664

Dimension Reduction Based on Constrained Canonical Correlation and Variable Filtering

Authors: Zhou, Jianhui He, Xuming

Journal: Annals of statistics

Citation: Zhou, Jianhui et He, Xuming, Dimension Reduction Based on Constrained Canonical Correlation and Variable Filtering, Annals of statistics , 36(4), 2020, pp. 1649-1668

Robust inference via multiplier bootstrap

Authors: Xi Chen Wen-Xin Zhou

Journal: Annals of statistics

Citation: Xi Chen et Wen-xin Zhou, Robust inference via multiplier bootstrap, Annals of statistics , 48(3), 2020, pp. 1665-1691

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