Annals of statistics

Keyphrases

Publications

volume 52, number 1, 2024

Yeqing Zhou, Kai Xu, Liping Zhu, Runze Li
RANK-BASED INDICES FOR TESTING INDEPENDENCE BETWEEN TWO HIGH-DIMENSIONAL VECTORS. Annals of statistics 52 (1) (2024)
Yeqing Zhou, Kai Xu, Liping Zhu, Runze Li
RANK-BASED INDICES FOR TESTING INDEPENDENCE BETWEEN TWO HIGH-DIMENSIONAL VECTORS. Annals of statistics 52 (1) (2024)
Yeqing Zhou, Kai Xu, Liping Zhu, Runze Li
RANK-BASED INDICES FOR TESTING INDEPENDENCE BETWEEN TWO HIGH-DIMENSIONAL VECTORS. Annals of statistics 52 (1) (2024)

volume 52, number 3, 2024

Bingxin Zhao, Shurong Zheng, Hongtu Zhu
ON BLOCKWISE AND REFERENCE PANEL-BASED ESTIMATORS FOR GENETIC DATA PREDICTION IN HIGH DIMENSIONS. Annals of statistics 52 (3) (2024)

volume 51, number 1, 2023

Fei Jiang, Yeqing Zhou, Jianxuan Liu, Yanyuan Ma
On high-dimensional Poisson models with measurement error: Hypothesis testing for nonlinear nonconvex optimization. Annals of statistics 51 (1) (2023)

volume 51, number 5, 2023

Tzu-Jung Huang, Alex Luedtke, Ian W McKeague
EFFICIENT ESTIMATION OF THE MAXIMAL ASSOCIATION BETWEEN MULTIPLE PREDICTORS AND A SURVIVAL OUTCOME. Annals of statistics 51 (5) (2023)
Tzu-Jung Huang, Alex Luedtke, Ian W McKeague
EFFICIENT ESTIMATION OF THE MAXIMAL ASSOCIATION BETWEEN MULTIPLE PREDICTORS AND A SURVIVAL OUTCOME. Annals of statistics 51 (5) (2023)
Tzu-Jung Huang, Alex Luedtke, Ian W McKeague
EFFICIENT ESTIMATION OF THE MAXIMAL ASSOCIATION BETWEEN MULTIPLE PREDICTORS AND A SURVIVAL OUTCOME. Annals of statistics 51 (5) (2023)

volume 50, number 1, 2022

Igor Silin, Jianqing Fan
CANONICAL THRESHOLDING FOR NON-SPARSE HIGH-DIMENSIONAL LINEAR REGRESSION. Annals of statistics 50 (1) (2022)
Kin Yau Wong, Donglin Zeng, D Y Lin
SEMIPARAMETRIC LATENT-CLASS MODELS FOR MULTIVARIATE LONGITUDINAL AND SURVIVAL DATA. Annals of statistics 50 (1) (2022)

volume 50, number 2, 2022

Trevor Hastie, Andrea Montanari, Saharon Rosset, Ryan J Tibshirani
SURPRISES IN HIGH-DIMENSIONAL RIDGELESS LEAST SQUARES INTERPOLATION. Annals of statistics 50 (2) (2022)
Hongyuan Cao, Jun Chen, Xianyang Zhang
OPTIMAL FALSE DISCOVERY RATE CONTROL FOR LARGE SCALE MULTIPLE TESTING WITH AUXILIARY INFORMATION. Annals of statistics 50 (2) (2022)
Hongyuan Cao, Jun Chen, Xianyang Zhang
OPTIMAL FALSE DISCOVERY RATE CONTROL FOR LARGE SCALE MULTIPLE TESTING WITH AUXILIARY INFORMATION. Annals of statistics 50 (2) (2022)
Kuang-Yao Lee, Lexin Li
FUNCTIONAL SUFFICIENT DIMENSION REDUCTION THROUGH AVERAGE FRÉCHET DERIVATIVES. Annals of statistics 50 (2) (2022)
Hongyuan Cao, Jun Chen, Xianyang Zhang
OPTIMAL FALSE DISCOVERY RATE CONTROL FOR LARGE SCALE MULTIPLE TESTING WITH AUXILIARY INFORMATION. Annals of statistics 50 (2) (2022)
Jelena Bradic, Jianqing Fan, Yinchu Zhu
Testability of high-dimensional linear models with nonsparse structures. Annals of statistics 50 (2) (2022)

volume 50, number 3, 2022

Zijian Guo, Domagoj Ćevid, Peter Bühlmann
DOUBLY DEBIASED LASSO: HIGH-DIMENSIONAL INFERENCE UNDER HIDDEN CONFOUNDING. Annals of statistics 50 (3) (2022)

volume 50, number 5, 2022

Yijian Huang, Martin G Sanda
LINEAR BIOMARKER COMBINATION FOR CONSTRAINED CLASSIFICATION. Annals of statistics 50 (5) (2022)
Steve Yadlowsky, Hongseok Namkoong, Sanjay Basu, John Duchi, Lu Tian
BOUNDS ON THE CONDITIONAL AND AVERAGE TREATMENT EFFECT WITH UNOBSERVED CONFOUNDING FACTORS. Annals of statistics 50 (5) (2022)
Tianyu Zhang, Noah Simon
A SIEVE STOCHASTIC GRADIENT DESCENT ESTIMATOR FOR ONLINE NONPARAMETRIC REGRESSION IN SOBOLEV ELLIPSOIDS. Annals of statistics 50 (5) (2022)
Tianyu Zhang, Noah Simon
A SIEVE STOCHASTIC GRADIENT DESCENT ESTIMATOR FOR ONLINE NONPARAMETRIC REGRESSION IN SOBOLEV ELLIPSOIDS. Annals of statistics 50 (5) (2022)

volume 50, number 6, 2022

Peng Liao, Zhengling Qi, Runzhe Wan, Predrag Klasnja, Susan A Murphy
BATCH POLICY LEARNING IN AVERAGE REWARD MARKOV DECISION PROCESSES. Annals of statistics 50 (6) (2022)

volume 49, number 1, 2021

Yuxin Chen, Chen Cheng, Jianqing Fan
ASYMMETRY HELPS: EIGENVALUE AND EIGENVECTOR ANALYSES OF ASYMMETRICALLY PERTURBED LOW-RANK MATRICES. Annals of statistics 49 (1) (2021)
Yinqiu He, Gongjun Xu, Chong Wu, Wei Pan
ASYMPTOTICALLY INDEPENDENT U-STATISTICS IN HIGH-DIMENSIONAL TESTING. Annals of statistics 49 (1) (2021)

volume 49, number 2, 2021

Daniel Nevo, Judith J Lok, Donna Spiegelman
ANALYSIS OF "LEARN-AS-YOU-GO" (LAGO) STUDIES. Annals of statistics 49 (2) (2021)
Fredrik Sävje, Peter Aronow, Michael Hudgens
AVERAGE TREATMENT EFFECTS IN THE PRESENCE OF UNKNOWN INTERFERENCE. Annals of statistics 49 (2) (2021)

volume 49, number 3, 2021

Jianqing Fan, Weichen Wang, Ziwei Zhu
A SHRINKAGE PRINCIPLE FOR HEAVY-TAILED DATA: HIGH-DIMENSIONAL ROBUST LOW-RANK MATRIX RECOVERY. Annals of statistics 49 (3) (2021)

volume 49, number 4, 2021

Donald K K Lee, Ningyuan Chen, Hemant Ishwaran
BOOSTED NONPARAMETRIC HAZARDS WITH TIME-DEPENDENT COVARIATES. Annals of statistics 49 (4) (2021)
Lan Gao, Yingying Fan, Jinchi Lv, Qi-Man Shao
ASYMPTOTIC DISTRIBUTIONS OF HIGH-DIMENSIONAL DISTANCE CORRELATION INFERENCE. Annals of statistics 49 (4) (2021)

volume 49, number 5, 2021

Yuxin Chen, Jianqing Fan, Cong Ma, Yuling Yan
BRIDGING CONVEX AND NONCONVEX OPTIMIZATION IN ROBUST PCA: NOISE, OUTLIERS, AND MISSING DATA. Annals of statistics 49 (5) (2021)

volume 48, number 1, 2020

Changliang Zou, Guanghui Wang, Runze Li
CONSISTENT SELECTION OF THE NUMBER OF CHANGE-POINTS VIA SAMPLE-SPLITTING. Annals of statistics 48 (1) (2020)
Florentina Bunea, Christophe Giraud, Xi Luo, Martin Royer, Nicolas Verzelen
MODEL ASSISTED VARIABLE CLUSTERING: MINIMAX-OPTIMAL RECOVERY AND ALGORITHMS. Annals of statistics 48 (1) (2020)

volume 48, number 2, 2020

Ted Westling, Marco Carone
A UNIFIED STUDY OF NONPARAMETRIC INFERENCE FOR MONOTONE FUNCTIONS. Annals of statistics 48 (2) (2020)

volume 48, number 3, 2020

Emmanuel Abbe, Jianqing Fan, Kaizheng Wang, Yiqiao Zhong
ENTRYWISE EIGENVECTOR ANALYSIS OF RANDOM MATRICES WITH LOW EXPECTED RANK. Annals of statistics 48 (3) (2020)

volume 48, number 5, 2020

Ethan X Fang, Yang Ning, Runze Li
TEST OF SIGNIFICANCE FOR HIGH-DIMENSIONAL LONGITUDINAL DATA. Annals of statistics 48 (5) (2020)

volume 47, number 3, 2019

Shujie Ma, Liping Zhu, Zhiwei Zhang, Chih-Ling Tsai, Raymond J Carroll
A ROBUST AND EFFICIENT APPROACH TO CAUSAL INFERENCE BASED ON SPARSE SUFFICIENT DIMENSION REDUCTION. Annals of statistics 47 (3) (2019)

volume 47, number 4, 2019

Chengchun Shi, Rui Song, Wenbin Lu
ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS. Annals of statistics 47 (4) (2019)
Yuxin Chen, Jianqing Fan, Cong Ma, Kaizheng Wang
SPECTRAL METHOD AND REGULARIZED MLE ARE BOTH OPTIMAL FOR TOP-K RANKING. Annals of statistics 47 (4) (2019)

volume 47, number 5, 2019

Chengchun Shi, Rui Song, Zhao Chen, Runze Li
LINEAR HYPOTHESIS TESTING FOR HIGH DIMENSIONAL GENERALIZED LINEAR MODELS. Annals of statistics 47 (5) (2019)
Shurong Zheng, Guanghui Cheng, Jianhua Guo, Hongtu Zhu
TEST FOR HIGH DIMENSIONAL CORRELATION MATRICES. Annals of statistics 47 (5) (2019)
Fan Zhou, Iain M Johnstone
EIGENVALUE DISTRIBUTIONS OF VARIANCE COMPONENTS ESTIMATORS IN HIGH-DIMENSIONAL RANDOM EFFECTS MODELS. Annals of statistics 47 (5) (2019)

volume 47, number 6, 2019

Jianqing Fan, Dong Wang, Kaizheng Wang, Ziwei Zhu
Distributed estimation of principal eigenspaces. Annals of statistics 47 (6) (2019)
Shurong Zheng, Zhao Chen, Hengjian Cui, Runze Li
HYPOTHESIS TESTING ON LINEAR STRUCTURES OF HIGH DIMENSIONAL COVARIANCE MATRIX. Annals of statistics 47 (6) (2019)

volume 45, number 2, 2019

Dan Cheng, Armin Schwartzman
MULTIPLE TESTING OF LOCAL MAXIMA FOR DETECTION OF PEAKS IN RANDOM FIELDS. Annals of statistics 45 (2) (2019)

volume 47, number 1, 2018

Hsin-Wen Chang, Ian W McKeague
NONPARAMETRIC TESTING FOR MULTIPLE SURVIVAL FUNCTIONS WITH NON-INFERIORITY MARGINS. Annals of statistics 47 (1) (2018)

volume 46, number 4, 2018

Vu Dinh, Lam Si Tung Ho, Marc A Suchard, Frederick A Matsen
Consistency and convergence rate of phylogenetic inference via regularization. Annals of statistics 46 (4) (2018)

volume 46, number 5, 2018

Wen-Xin Zhou, Koushiki Bose, Jianqing Fan, Han Liu
A NEW PERSPECTIVE ON ROBUST M-ESTIMATION: FINITE SAMPLE THEORY AND APPLICATIONS TO DEPENDENCE-ADJUSTED MULTIPLE TESTING. Annals of statistics 46 (5) (2018)
Kwun Chuen Gary Chan, Hok Kan Ling, Tony Sit, Sheung Chi Phillip Yam
ESTIMATION OF A MONOTONE DENSITY IN S-SAMPLE BIASED SAMPLING MODELS. Annals of statistics 46 (5) (2018)

volume 46, number 6B, 2018

Alexandre Belloni, Victor Chernozhukov, Denis Chetverikov, Ying Wei
UNIFORMLY VALID POST-REGULARIZATION CONFIDENCE REGIONS FOR MANY FUNCTIONAL PARAMETERS IN Z-ESTIMATION FRAMEWORK. Annals of statistics 46 (6B) (2018)
Junlong Zhao, Guan Yu, Yufeng Liu
ASSESSING ROBUSTNESS OF CLASSIFICATION USING ANGULAR BREAKDOWN POINT. Annals of statistics 46 (6B) (2018)