## The Annals of Statistics

### An Official Journal of the Institute of Mathematical Statistics

 Short Title: Ann. Stat. Publisher: Institute of Mathematical Statistics (IMS), Beachwood, OH/Bethesda, MD ISSN: 0090-5364; 2168-8966/e Online: http://projecteuclid.org/all/euclid.aoshttp://www.jstor.org/journals/00905364.htmlhttp://www.imstat.org/aos Predecessor: Annals of Mathematical Statistics Comments: Indexed cover-to-cover
 Documents Indexed: 5,635 Publications (since 1973) References Indexed: 2,615 Publications with 86,162 References.
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### Authors

 105 Hall, Peter Gavin 60 Brown, Lawrence David 54 Fan, Jianqing 50 Bickel, Peter John 47 Dette, Holger 46 Cai, Tony Tony 34 Wasserman, Larry Alan 32 Berger, James Orvis 32 Tsybakov, Alexandre B. 30 Cohen, Arthur 30 Wellner, Jon August 28 Cheng, Chingshui 28 Lai, Tze Leung 28 Mammen, Enno 28 Müller, Hans-Georg 28 Sen, Pranab Kumar 27 Beran, Rudolf J. 27 Low, Mark G. 26 Van der Vaart, Adrianus Willem 26 Wu, Chien-Fu Jeff 25 Strawderman, William Edward 25 Zhang, Cun-Hui 25 Zhou, Harrison H. 24 Johnstone, Iain Murray 23 Koul, Hira Lal 22 Donoho, David Leigh 22 Lahiri, Soumendra Nath 22 Wainwright, Martin J. 21 Bühlmann, Peter 21 Hallin, Marc 21 He, Xuming 21 Samworth, Richard J. 21 Siegmund, David O. 20 Carroll, Raymond James 20 Devroye, Luc P. J. A. 20 Ritov, Ya’acov 20 Van de Geer, Sara Anna 20 Woodroofe, Michael Barrett 19 Ghosh, Malay 19 Hedayat, Abdossamad 19 Marron, James Stephen 19 Yohai, Víctor Jaime 18 Efron, Bradley 18 Li, Runze 18 Sackrowitz, Harold B. 18 Spokoiny, Vladimir G. 18 Wang, Jane-Ling 17 Candès, Emmanuel J. 17 Ghosal, Subhashis 17 Li, Ker-Chau 17 Wu, Wei Biao 17 Yuan, Ming 16 Anderson, Theodore Wilbur jun. 16 Härdle, Wolfgang Karl 16 Li, Bing 16 Lugosi, Gábor 16 Park, Byeong Uk 16 Robinson, Peter Michael 16 Stone, Charles Joel 16 Tibshirani, Robert John 15 Diaconis, Persi Warren 15 Ghosh, Jayanta Kumar 15 Jin, Jiashun 15 Kolchinskiĭ, Vladimir I’ich 15 McKeague, Ian W. 15 Pollak, Moshe 15 Portnoy, Stephen L. 15 Romano, Joseph P. 15 Studden, William J. 15 Taylor, Jonathan E. 15 Tyler, David E. 15 Ying, Zhiliang 15 Yu, Bin 14 Einmahl, John H. J. 14 Freedman, David A. 14 Gao, Chao 14 Kariya, Takeaki 14 Lindsay, Bruce G. 14 Paindaveine, Davy 14 Robertson, Tim 14 Shao, Qi-Man 14 Wright, F. T. 13 Chen, Songxi 13 Chernozhukov, Victor 13 de Haan, Laurens 13 Doss, Hani 13 Eaton, Morris L. 13 Jacod, Jean 13 Liu, Han 13 Nickl, Richard 13 Perlman, Michael D. 12 Casella, George 12 Davies, Patrick Laurie 12 Gill, Richard David 12 Gordon, Louis 12 Groeneboom, Piet 12 Hastie, Trevor John 12 Hwang, Jiunn Tzon 12 Kallenberg, Wilbert C. M. 12 Kosorok, Michael R. ...and 3,927 more Authors
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### Fields

 5,504 Statistics (62-XX) 1,228 Probability theory and stochastic processes (60-XX) 524 Numerical analysis (65-XX) 176 Combinatorics (05-XX) 108 Operations research, mathematical programming (90-XX) 106 Computer science (68-XX) 89 Linear and multilinear algebra; matrix theory (15-XX) 81 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 75 Approximations and expansions (41-XX) 58 Biology and other natural sciences (92-XX) 55 Information and communication theory, circuits (94-XX) 50 History and biography (01-XX) 46 Functional analysis (46-XX) 43 Systems theory; control (93-XX) 42 Harmonic analysis on Euclidean spaces (42-XX) 28 Differential geometry (53-XX) 20 Calculus of variations and optimal control; optimization (49-XX) 20 Convex and discrete geometry (52-XX) 19 Statistical mechanics, structure of matter (82-XX) 16 Special functions (33-XX) 16 Operator theory (47-XX) 15 Measure and integration (28-XX) 15 Quantum theory (81-XX) 13 Real functions (26-XX) 13 Geophysics (86-XX) 12 Global analysis, analysis on manifolds (58-XX) 9 Order, lattices, ordered algebraic structures (06-XX) 9 Difference and functional equations (39-XX) 9 Integral equations (45-XX) 8 Partial differential equations (35-XX) 7 General topology (54-XX) 6 Number theory (11-XX) 6 Ordinary differential equations (34-XX) 6 Dynamical systems and ergodic theory (37-XX) 6 Integral transforms, operational calculus (44-XX) 6 Astronomy and astrophysics (85-XX) 5 General and overarching topics; collections (00-XX) 5 Commutative algebra (13-XX) 5 Group theory and generalizations (20-XX) 4 Nonassociative rings and algebras (17-XX) 3 Mathematical logic and foundations (03-XX) 3 Manifolds and cell complexes (57-XX) 2 Functions of a complex variable (30-XX) 2 Potential theory (31-XX) 2 Abstract harmonic analysis (43-XX) 1 Algebraic geometry (14-XX) 1 Topological groups, Lie groups (22-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Sequences, series, summability (40-XX) 1 Geometry (51-XX) 1 Algebraic topology (55-XX) 1 Mechanics of deformable solids (74-XX) 1 Optics, electromagnetic theory (78-XX)

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Negative association of random variables, with applications. Zbl 0508.62041
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High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
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Statistical inference using extreme order statistics. Zbl 0312.62038
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Estimation of the mean of a multivariate normal distribution. Zbl 0476.62035
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Optimal global rates of convergence for nonparametric regression. Zbl 0511.62048
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Multivariate adaptive regression splines. Zbl 0765.62064
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Some asymptotic theory for the bootstrap. Zbl 0449.62034
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Comparing nonparametric versus parametric regression fits. Zbl 0795.62036
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Consistent nonparametric regression. Discussion. Zbl 0366.62051
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The jackknife and the bootstrap for general stationary observations. Zbl 0684.62035
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The control of the false discovery rate in multiple testing under dependency. Zbl 1041.62061
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Robust regression: Asymptotics, conjectures and Monte Carlo. Zbl 0289.62033
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Additive regression and other nonparametric models. Zbl 0605.62065
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On the optimal rates of convergence for nonparametric deconvolution problems. Zbl 0729.62033
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Asymptotics for Lasso-type estimators. Zbl 1105.62357
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One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1142.62027
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Nonconcave penalized likelihood with a diverging number of parameters. Zbl 1092.62031
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2004
On some global measures of the deviations of density function estimates. Zbl 0275.62033
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1973
Agreeing to disagree. Zbl 0379.62003
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Greedy function approximation: A gradient boosting machine. Zbl 1043.62034
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Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems. Zbl 0335.60034
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Regularized estimation of large covariance matrices. Zbl 1132.62040
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Gaussian semiparametric estimation of long range dependence. Zbl 0843.62092
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1995
Covariance regularization by thresholding. Zbl 1196.62062
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Empirical likelihood for linear models. Zbl 0799.62048
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1991
Jackknife, bootstrap and other resampling methods in regression analysis. Zbl 0618.62072
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1986
Optimal smoothing in single-index models. Zbl 0770.62049
Härdle, Wolfgang; Hall, Peter; Ichimura, Hidehiko
1993
Density estimation by wavelet thresholding. Zbl 0860.62032
Donoho, David L.; Johnstone, Iain M.; Kerkyacharian, Gérard; Picard, Dominique
1996
Asymptotics for linear processes. Zbl 0759.60021
Phillips, Peter C. B.; Solo, Victor
1992
Multivariate locally weighted least squares regression. Zbl 0821.62020
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1994
Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors). Zbl 1106.62323
Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert
2000
Ferguson distributions via Polya urn schemes. Zbl 0276.62010
Blackwell, David; MacQueen, James B.
1973
General notions of statistical depth function. Zbl 1106.62334
Zuo, Yijun; Serfling, Robert
2000
Nonparametric inference for a family of counting processes. Zbl 0389.62025
Aalen, Odd
1978
On a notion of data depth based on random simplices. Zbl 0701.62063
Liu, Regina Y.
1990
Local linear regression smoothers and their minimax efficiencies. Zbl 0773.62029
Fan, Jianqing
1993
Multivariate Archimedean copulas, $$d$$-monotone functions and $$\ell _{1}$$-norm symmetric distributions. Zbl 1173.62044
McNeil, Alexander J.; Nešlehová, Johanna
2009
Large-sample properties of parameter estimates for strongly dependent stationary Gaussian time series. Zbl 0606.62096
1986
Exact mean integrated squared error. Zbl 0746.62040
Marron, J. S.; Wand, M. P.
1992
Measuring and testing dependence by correlation of distances. Zbl 1129.62059
Székely, Gábor J.; Rizzo, Maria L.; Bakirov, Nail K.
2007
Log-periodogram regression of time series with long range dependence. Zbl 0838.62085
Robinson, P. M.
1995
Statistical estimation in varying coefficient models. Zbl 0977.62039
Fan, Jianqing; Zhang, Wenyang
1999
Optimal rates of convergence for nonparametric estimators. Zbl 0451.62033
Stone, Charles J.
1980
General equivalence theory for optimum designs (approximate theory). Zbl 0291.62093
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1974
Generalized likelihood ratio statistics and Wilks phenomenon. Zbl 1029.62042
Fan, Jianqing; Zhang, Chunming; Zhang, Jian
2001
A moment estimator for the index of an extreme-value distribution. Zbl 0701.62029
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1989
Convergence rates of posterior distributions. Zbl 1105.62315
Ghosal, Subhashis; Ghosh, Jayanta K.; van der Vaart, Aad W.
2000
Fitting time series models to nonstationary processes. Zbl 0871.62080
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1997
On a class of Bayesian nonparametric estimates: I. Density estimates. Zbl 0557.62036
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1984
Projection pursuit. Zbl 0595.62059
Huber, Peter J.
1985
Estimating a distribution function with truncated data. Zbl 0574.62040
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1985
Cube root asymptotics. Zbl 0703.62063
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1990
On the validity of the formal Edgeworth expansion. Zbl 0396.62010
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1978
High breakdown-point and high efficiency robust estimates for regression. Zbl 0624.62037
Yohai, Victor J.
1987
The sparsity and bias of the LASSO selection in high-dimensional linear regression. Zbl 1142.62044
Zhang, Cun-Hui; Huang, Jian
2008
Nonparametric model checks for regression. Zbl 0926.62035
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1997
Natural exponential families with quadratic variance functions. Zbl 0498.62015
Morris, Carl N.
1982
Minimax estimation via wavelet shrinkage. Zbl 0935.62041
Donoho, David L.; Johnstone, Iain M.
1998
The jackknife estimate of variance. Zbl 0481.62035
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1981
Bayesian inference for causal effects: The role of randomization. Zbl 0383.62021
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1978
Methodology and convergence rates for functional linear regression. Zbl 1114.62048
Hall, Peter; Horowitz, Joel L.
2007
A large sample study of the life table and product limit estimates under random censorship. Zbl 0283.62023
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1974
Limiting distributions for $$L_1$$ regression estimators under general conditions. Zbl 0929.62021
Knight, Keith
1998
Bandwidth choice for nonparametric regression. Zbl 0554.62035
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1984
Prediction in functional linear regression. Zbl 1106.62036
Cai, T. Tony; Hall, Peter
2006
Composite quantile regression and the oracle model selection theory. Zbl 1360.62394
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2008
Prior distributions on spaces of probability measures. Zbl 0286.62008
Ferguson, Thomas S.
1974
Multivariate analysis by data depth: Descriptive statistics, graphics and inference. (With discussions and rejoinder). Zbl 0984.62037
Liu, Regina Y.; Parelius, Jesse M.; Singh, Kesar
1999
Linear smoothers and additive models. Zbl 0689.62029
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1989
Functional linear regression analysis for longitudinal data. Zbl 1084.62096
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling
2005
Heuristics of instability and stabilization in model selection. Zbl 0867.62055
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1996
On the asymptotic accuracy of Efron’s bootstrap. Zbl 0494.62048
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1981
On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259
van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben
2014
Vines – a new graphical model for dependent random variables. Zbl 1101.62339
Bedford, Tim; Cooke, Roger M.
2002
Slice sampling. (With discussions and rejoinder). Zbl 1051.65007
2003
Minimum Hellinger distance estimates for parametric models. Zbl 0381.62028
Beran, Rudolf
1977
Sure independence screening in generalized linear models with NP-dimensionality. Zbl 1206.68157
Fan, Jianqing; Song, Rui
2010
A two-sample test for high-dimensional data with applications to gene-set testing. Zbl 1183.62095
Chen, Song Xi; Qin, Ying-Li
2010
Asymptotic theory of nonlinear least squares estimation. Zbl 0475.62050
Wu, Chien-Fu
1981
The commutation matrix: Some properties and applications. Zbl 0414.62040
Magnus, Jan R.; Neudecker, H.
1979
Breakdown properties of location estimates based on halfspace depth and projected outlyingness. Zbl 0776.62031
1992
Algebraic algorithms for sampling from conditional distributions. Zbl 0952.62088
Diaconis, Persi; Sturmfels, Bernd
1998
Efficient parameter estimation for self-similar processes. Zbl 0703.62091
Dahlhaus, Rainer
1989
Regression analysis with randomly right-censored data. Zbl 0477.62046
Koul, H.; Susarla, V.; van Ryzin, J.
1981
On the “degrees of freedom” of the lasso. Zbl 1126.62061
Zou, Hui; Hastie, Trevor; Tibshirani, Robert
2007
Robust m-estimators of multivariate location and scatter. Zbl 0322.62054
Maronna, Ricardo Antonio
1976
Minimax optimality of permutation tests. Zbl 07496876
Kim, Ilmun; Balakrishnan, Sivaraman; Wasserman, Larry
2022
An optimal statistical and computational framework for generalized tensor estimation. Zbl 07496867
Han, Rungang; Willett, Rebecca; Zhang, Anru R.
2022
Heteroskedastic PCA: algorithm, optimality, and applications. Zbl 07496869
Zhang, Anru R.; Cai, T. Tony; Wu, Yihong
2022
Robust sub-Gaussian estimation of a mean vector in nearly linear time. Zbl 07496887
Depersin, Jules; Lecué, Guillaume
2022
Tensor clustering with planted structures: statistical optimality and computational limits. Zbl 07496890
Luo, Yuetian; Zhang, Anru R.
2022
Singular vector and singular subspace distribution for the matrix denoising model. Zbl 1459.60011
Bao, Zhigang; Ding, Xiucai; Wang, Ke
2021
Distribution and quantile functions, ranks and signs in dimension $$d$$: a measure transportation approach. Zbl 1468.62282
Hallin, Marc; del Barrio, Eustasio; Cuesta-Albertos, Juan; Matrán, Carlos
2021
E-values: calibration, combination and applications. Zbl 1475.62087
2021
Multiple block sizes and overlapping blocks for multivariate time series extremes. Zbl 1461.62167
Zou, Nan; Volgushev, Stanislav; Bücher, Axel
2021
Robust multivariate mean estimation: the optimality of trimmed mean. Zbl 1461.62069
Lugosi, Gábor; Mendelson, Shahar
2021
Linearized two-layers neural networks in high dimension. Zbl 1473.62134
Ghorbani, Behrooz; Mei, Song; Misiakiewicz, Theodor; Montanari, Andrea
2021
Statistically optimal and computationally efficient low rank tensor completion from noisy entries. Zbl 1473.62184
Xia, Dong; Yuan, Ming; Zhang, Cun-Hui
2021
Optimal change point detection and localization in sparse dynamic networks. Zbl 1465.62154
Wang, Daren; Yu, Yi; Rinaldo, Alessandro
2021
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation. Zbl 1471.62372
Fang, Billy; Guntuboyina, Adityanand; Sen, Bodhisattva
2021
Distributed linear regression by averaging. Zbl 07367867
Dobriban, Edgar; Sheng, Yue
2021
Time-uniform, nonparametric, nonasymptotic confidence sequences. Zbl 1476.62170
Howard, Steven R.; Ramdas, Aaditya; McAuliffe, Jon; Sekhon, Jasjeet
2021
Spiked separable covariance matrices and principal components. Zbl 1469.15035
Ding, Xiucai; Yang, Fan
2021
Peskun-Tierney ordering for Markovian Monte Carlo: beyond the reversible scenario. Zbl 07438230
Andrieu, Christophe; Livingstone, Samuel
2021
The distribution of the Lasso: uniform control over sparse balls and adaptive parameter tuning. Zbl 1480.62145
Miolane, Léo; Montanari, Andrea
2021
On cross-validated Lasso in high dimensions. Zbl 1475.62209
Chetverikov, Denis; Liao, Zhipeng; Chernozhukov, Victor
2021
Learning models with uniform performance via distributionally robust optimization. Zbl 1473.62019
Duchi, John C.; Namkoong, Hongseok
2021
Estimation of low-rank matrices via approximate message passing. Zbl 1461.62070
Montanari, Andrea; Venkataramanan, Ramji
2021
Predictive inference with the jackknife+. Zbl 1461.62050
Barber, Rina Foygel; Candès, Emmanuel J.; Ramdas, Aaditya; Tibshirani, Ryan J.
2021
Adaptation in multivariate log-concave density estimation. Zbl 1465.62099
Feng, Oliver Y.; Guntuboyina, Adityanand; Kim, Arlene K. H.; Samworth, Richard J.
2021
Density deconvolution under general assumptions on the distribution of measurement errors. Zbl 1473.62115
Belomestny, Denis; Goldenshluger, Alexander
2021
High-dimensional nonparametric density estimation via symmetry and shape constraints. Zbl 1468.62271
Xu, Min; Samworth, Richard J.
2021
Total positivity in exponential families with application to binary variables. Zbl 1473.60046
Lauritzen, Steffen; Uhler, Caroline; Zwiernik, Piotr
2021
Lasso-driven inference in time and space. Zbl 1475.62208
Chernozhukov, Victor; Härdle, Wolfgang Karl; Huang, Chen; Wang, Weining
2021
Asymptotics for spherical functional autoregressions. Zbl 1461.62237
Caponera, Alessia; Marinucci, Domenico
2021
Classification accuracy as a proxy for two-sample testing. Zbl 1461.62100
Kim, Ilmun; Ramdas, Aaditya; Singh, Aarti; Wasserman, Larry
2021
Asymmetry helps: eigenvalue and eigenvector analyses of asymmetrically perturbed low-rank matrices. Zbl 1461.62085
Chen, Yuxin; Cheng, Chen; Fan, Jianqing
2021
Complex sampling designs: uniform limit theorems and applications. Zbl 1475.62090
Han, Qiyang; Wellner, Jon A.
2021
Correction to: “Higher order elicitability and Osband’s principle”. Zbl 1456.62015
Fissler, Tobias; Ziegel, Johanna F.
2021
On the optimality of sliced inverse regression in high dimensions. Zbl 1464.62337
Lin, Qian; Li, Xinran; Huang, Dongming; Liu, Jun S.
2021
Transfer learning for nonparametric classification: minimax rate and adaptive classifier. Zbl 1466.62351
Cai, T. Tony; Wei, Hongji
2021
Asymptotically independent U-statistics in high-dimensional testing. Zbl 1461.62233
He, Yinqiu; Xu, Gongjun; Wu, Chong; Pan, Wei
2021
Survival analysis via hierarchically dependent mixture hazards. Zbl 07367865
Camerlenghi, Federico; Lijoi, Antonio; Prünster, Igor
2021
Coverage of credible intervals in nonparametric monotone regression. Zbl 1469.62232
Chakraborty, Moumita; Ghosal, Subhashis
2021
Minimax rates in sparse, high-dimensional change point detection. Zbl 1472.62013
Liu, Haoyang; Gao, Chao; Samworth, Richard J.
2021
Minimax estimation of smooth optimal transport maps. Zbl 1468.62268
Hütter, Jan-Christian; Rigollet, Philippe
2021
Second-order Stein: SURE for SURE and other applications in high-dimensional inference. Zbl 07438227
Bellec, Pierre C.; Zhang, Cun-Hui
2021
On extended admissible procedures and their nonstandard Bayes risk. Zbl 07438234
Duanmu, Haosui; Roy, Daniel M.
2021
Optimal rates for independence testing via $$U$$-statistic permutation tests. Zbl 07438256
Berrett, Thomas B.; Kontoyiannis, Ioannis; Samworth, Richard J.
2021
Adaptive estimation of multivariate piecewise polynomials and bounded variation functions by optimal decision trees. Zbl 07438259
Chatterjee, Sabyasachi; Goswami, Subhajit
2021
Set structured global empirical risk minimizers are rate optimal in general dimensions. Zbl 1478.62081
Han, Qiyang
2021
Community detection on mixture multilayer networks via regularized tensor decomposition. Zbl 07470033
Jing, Bing-Yi; Li, Ting; Lyu, Zhongyuan; Xia, Dong
2021
Adaptive robust estimation in sparse vector model. Zbl 1476.62063
Comminges, L.; Collier, O.; Ndaoud, M.; Tsybakov, A. B.
2021
Robust Bregman clustering. Zbl 1475.62177
Brécheteau, Claire; Fischer, Aurélie; Levrard, Clément
2021
Estimating minimum effect with outlier selection. Zbl 1461.62052
Carpentier, Alexandra; Delattre, Sylvain; Roquain, Etienne; Verzelen, Nicolas
2021
Concentration of kernel matrices with application to kernel spectral clustering. Zbl 1461.62064
Amini, Arash A.; Razaee, Zahra S.
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Sharp minimax distribution estimation for current status censoring with or without missing. Zbl 1461.62045
Efromovich, Sam
2021
Wasserstein $$F$$-tests and confidence bands for the Fréchet regression of density response curves. Zbl 1461.62118
Petersen, Alexander; Liu, Xi; Divani, Afshin A.
2021
The adaptive Wynn algorithm in generalized linear models with univariate response. Zbl 1470.62114
Freise, Fritjof; Gaffke, Norbert; Schwabe, Rainer
2021
Optimal disclosure risk assessment. Zbl 1468.62263
Camerlenghi, Federico; Favaro, Stefano; Naulet, Zacharie; Panero, Francesca
2021
Necessary and sufficient conditions for variable selection consistency of the Lasso in high dimensions. Zbl 1469.62307
Lahiri, Soumendra N.
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Safe adaptive importance sampling: a mixture approach. Zbl 1472.62016
Delyon, Bernard; Portier, François
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Subspace estimation from unbalanced and incomplete data matrices: $${\ell_{2,\infty}}$$ statistical guarantees. Zbl 1471.62371
Cai, Changxiao; Li, Gen; Chi, Yuejie; Poor, H. Vincent; Chen, Yuxin
2021
Only closed testing procedures are admissible for controlling false discovery proportions. Zbl 1468.62244
Goeman, Jelle J.; Hemerik, Jesse; Solari, Aldo
2021
Nonexchangeable random partition models for microclustering. Zbl 07438229
Di Benedetto, Giuseppe; Caron, François; Teh, Yee Whye
2021
Universal Bayes consistency in metric spaces. Zbl 07438237
Hanneke, Steve; Kontorovich, Aryeh; Sabato, Sivan; Weiss, Roi
2021
Minimax optimal conditional independence testing. Zbl 1480.62077
Neykov, Matey; Balakrishnan, Sivaraman; Wasserman, Larry
2021
Robust $$k$$-means clustering for distributions with two moments. Zbl 07438240
Klochkov, Yegor; Kroshnin, Alexey; Zhivotovskiy, Nikita
2021
On the rate of convergence of fully connected deep neural network regression estimates. Zbl 07438241
Kohler, Michael; Langer, Sophie
2021
Infinite-dimensional gradient-based descent for alpha-divergence minimisation. Zbl 07438242
Daudel, Kamélia; Douc, Randal; Portier, François
2021
Prediction bounds for higher order total variation regularized least squares. Zbl 07438267
Ortelli, Francesco; van de Geer, Sara
2021
Bridging convex and nonconvex optimization in robust PCA: noise, outliers and missing data. Zbl 07438275
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Yan, Yuling
2021
Efficiency of delayed-acceptance random walk metropolis algorithms. Zbl 1478.60093
Sherlock, Chris; Thiery, Alexandre H.; Golightly, Andrew
2021
A simple measure of conditional dependence. Zbl 07470029
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On fixed-domain asymptotics, parameter estimation and isotropic Gaussian random fields with Matérn covariance functions. Zbl 07470031
Loh, Wei-Liem; Sun, Saifei; Wen, Jun
2021
Statistical guarantees for Bayesian uncertainty quantification in nonlinear inverse problems with Gaussian process priors. Zbl 07470036
Monard, François; Nickl, Richard; Paternain, Gabriel P.
2021
Optimal adaptivity of signed-polygon statistics for network testing. Zbl 07470041
Jin, Jiashun; Ke, Zheng Tracy; Luo, Shengming
2021
An asymptotic test for constancy of the variance under short-range dependence. Zbl 07470043
Schmidt, Sara K.; Wornowizki, Max; Fried, Roland; Dehling, Herold
2021
Reeve, Henry W. J.; Cannings, Timothy I.; Samworth, Richard J.
2021
Sparse high-dimensional regression: exact scalable algorithms and phase transitions. Zbl 1444.62094
Bertsimas, Dimitris; van Parys, Bart
2020
Nonparametric regression using deep neural networks with ReLU activation function. Zbl 1459.62059
Schmidt-Hieber, Johannes
2020
Entrywise eigenvector analysis of random matrices with low expected rank. Zbl 1450.62066
Abbe, Emmanuel; Fan, Jianqing; Wang, Kaizheng; Zhong, Yiqiao
2020
Robust machine learning by median-of-means: theory and practice. Zbl 07241574
Lecué, Guillaume; Lerasle, Matthieu
2020
Just interpolate: kernel “ridgeless” regression can generalize. Zbl 1453.68155
Liang, Tengyuan; Rakhlin, Alexander
2020
Robust multivariate nonparametric tests via projection averaging. Zbl 1460.62087
Kim, Ilmun; Balakrishnan, Sivaraman; Wasserman, Larry
2020
High-frequency analysis of parabolic stochastic PDEs. Zbl 1450.62122
Chong, Carsten
2020
The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression. Zbl 1439.62171
Candès, Emmanuel J.; Sur, Pragya
2020
Adaptive risk bounds in univariate total variation denoising and trend filtering. Zbl 1439.62100
Guntuboyina, Adityanand; Lieu, Donovan; Chatterjee, Sabyasachi; Sen, Bodhisattva
2020
Nonasymptotic upper bounds for the reconstruction error of PCA. Zbl 1450.62070
Reiss, Markus; Wahl, Martin
2020
Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions. Zbl 1450.62041
Nickl, Richard; Ray, Kolyan
2020
On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising. Zbl 1454.62120
2020
Limiting laws for divergent spiked eigenvalues and largest nonspiked eigenvalue of sample covariance matrices. Zbl 1456.62113
Cai, T. Tony; Han, Xiao; Pan, Guangming
2020
Bridging the gap between constant step size stochastic gradient descent and Markov chains. Zbl 1454.62242
Dieuleveut, Aymeric; Durmus, Alain; Bach, Francis
2020
The hardness of conditional independence testing and the generalised covariance measure. Zbl 1451.62081
Shah, Rajen D.; Peters, Jonas
2020
Analytical nonlinear shrinkage of large-dimensional covariance matrices. Zbl 1456.62105
Ledoit, Olivier; Wolf, Michael
2020
Statistical inference for model parameters in stochastic gradient descent. Zbl 1440.62287
Chen, Xi; Lee, Jason D.; Tong, Xin T.; Zhang, Yichen
2020
Efficient estimation of linear functionals of principal components. Zbl 1440.62232
Koltchinskii, Vladimir; Löffler, Matthias; Nickl, Richard
2020
Mean estimation with sub-Gaussian rates in polynomial time. Zbl 1454.62162
Hopkins, Samuel B.
2020
Robust inference with knockoffs. Zbl 1452.62193
Barber, Rina Foygel; Candès, Emmanuel J.; Samworth, Richard J.
2020
Posterior concentration for Bayesian regression trees and forests. Zbl 1459.62057
Ročková, Veronika; van der Pas, Stéphanie
2020
A general framework for Bayes structured linear models. Zbl 1471.62241
Gao, Chao; van der Vaart, Aad W.; Zhou, Harrison H.
2020
Irreducibility and geometric ergodicity of Hamiltonian Monte Carlo. Zbl 1460.65005
Durmus, Alain; Moulines, Éric; Saksman, Eero
2020
On estimation of isotonic piecewise constant signals. Zbl 1450.62034
Gao, Chao; Han, Fang; Zhang, Cun-Hui
2020
Model-assisted inference for treatment effects using regularized calibrated estimation with high-dimensional data. Zbl 1476.62045
Tan, Zhiqiang
2020
Functional data analysis in the Banach space of continuous functions. Zbl 1456.62085
Dette, Holger; Kokot, Kevin; Aue, Alexander
2020
Bootstrapping max statistics in high dimensions: near-parametric rates under weak variance decay and application to functional and multinomial data. Zbl 1464.62266
Lopes, Miles E.; Lin, Zhenhua; Müller, Hans-Georg
2020
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### Cited by 42,874 Authors

 188 Dette, Holger 178 Hall, Peter Gavin 165 Zhu, Lixing 127 Lian, Heng 111 Horváth, Lajos 107 Nadarajah, Saralees 106 Fan, Jianqing 106 Walker, Stephen Grahm 102 Zhou, Yong 101 Wang, Xuejun 99 Balakrishnan, Narayanaswamy 98 Sen, Pranab Kumar 97 Lee, Sangyeol 92 Wang, Qihua 91 Shen, Pao-Sheng 91 Zhang, Riquan 90 Phillips, Peter Charles Bonest 90 Van Keilegom, Ingrid 87 Kubokawa, Tatsuya 87 Peng, Liang 85 González-Manteiga, Wenceslao 83 Ghosh, Malay 83 Lin, Lu 82 Liang, Hua 82 Mukhopadhyay, Nitis 80 Vieu, Philippe 78 Bai, Zhi-Dong 78 Härdle, Wolfgang Karl 76 Bühlmann, Peter 76 Politis, Dimitris Nicolas 75 Cai, Tony Tony 75 Hallin, Marc 75 Strawderman, William Edward 75 Sun, Jianguo 74 Marron, James Stephen 73 Linton, Oliver Bruce 72 Koul, Hira Lal 71 Li, Runze 71 Liang, Hanying 70 Gupta, Arjun Kumar 70 Robinson, Peter Michael 69 Park, Byeong Uk 69 Sun, Liuquan 68 Guillou, Armelle 68 Xue, Liugen 67 Dunson, David Brian 67 Hušková, Marie 67 Schick, Anton 66 Ghosal, Subhashis 66 Gijbels, Irène 66 Mammen, Enno 65 Hu, Shuhe 65 Wasserman, Larry Alan 64 Girard, Stéphane 64 Müller, Hans-Georg 63 Liu, Min-Qian 62 Wellner, Jon August 61 Takemura, Akimichi 61 You, Jinhong 60 Kokoszka, Piotr S. 60 Tsybakov, Alexandre B. 59 Cui, Hengjian 59 Dey, Dipak Kumar 59 He, Xuming 59 Lahiri, Soumendra Nath 59 Mukerjee, Rahul 59 Pardo, Leandro 58 Bouzebda, Salim 58 Comte, Fabienne 58 de Uña-Álvarez, Jacobo 58 Lai, Tze Leung 57 Yohai, Víctor Jaime 56 Lin, Jinguan 56 Van de Geer, Sara Anna 56 Withers, Christopher Stroude 55 Boente, Graciela 55 Kohler, Michael 55 Koukouvinos, Christos 55 Qin, Jing 55 Van der Vaart, Adrianus Willem 54 Gao, Jiti 54 Munk, Axel 54 Zhao, Yichuan 53 Beirlant, Jan 53 Carroll, Raymond James 53 Fraiman, Ricardo 53 Leal de Carvalho Gomes, Maria Ivette 52 Meintanis, Simos G. 52 Taqqu, Murad S. 52 Zhu, Zhongyi 51 Devroye, Luc P. J. A. 51 Paindaveine, Davy 51 Roberts, Gareth O. 51 Srivastava, Muni Shanker 51 Wefelmeyer, Wolfgang 50 Davis, Richard A. 50 Mikosch, Thomas 50 Qin, Hong 50 Tang, Niansheng 50 Veraverbeke, Noël ...and 42,774 more Authors
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### Cited in 944 Journals

 3,497 Journal of Statistical Planning and Inference 2,971 Communications in Statistics. Theory and Methods 2,746 Statistics & Probability Letters 2,659 Computational Statistics and Data Analysis 2,506 Journal of Multivariate Analysis 2,486 The Annals of Statistics 1,890 Journal of Econometrics 1,178 Journal of Statistical Computation and Simulation 1,168 Electronic Journal of Statistics 1,057 Annals of the Institute of Statistical Mathematics 946 Journal of Nonparametric Statistics 893 Communications in Statistics. Simulation and Computation 869 Biometrics 809 Statistics 776 Journal of Applied Statistics 731 Bernoulli 705 The Canadian Journal of Statistics 656 Metrika 651 Journal of the American Statistical Association 634 Stochastic Processes and their Applications 591 Statistical Papers 588 The Annals of Applied Statistics 572 Test 572 Statistics and Computing 570 Econometric Theory 547 Computational Statistics 501 Journal of Time Series Analysis 461 Statistical Science 459 Sequential Analysis 456 Scandinavian Journal of Statistics 395 Psychometrika 366 Journal of the Korean Statistical Society 345 Lifetime Data Analysis 323 European Journal of Operational Research 309 Economics Letters 296 Journal of Statistical Theory and Practice 270 Journal of Machine Learning Research (JMLR) 268 Probability Theory and Related Fields 259 Insurance Mathematics & Economics 258 The Annals of Applied Probability 254 International Journal of Approximate Reasoning 246 Acta Mathematicae Applicatae Sinica. English Series 245 Econometric Reviews 240 Neural Computation 239 Machine Learning 239 Linear Algebra and its Applications 217 Statistical Methods and Applications 213 Journal of Computational and Graphical Statistics 205 Extremes 204 Biometrical Journal 194 Journal of the Royal Statistical Society. Series B. Statistical Methodology 192 Statistical Methodology 188 Mathematical Methods of Statistics 185 Journal of Computational and Applied Mathematics 173 Kybernetika 173 Bayesian Analysis 172 Pattern Recognition 169 Comptes Rendus. Mathématique. Académie des Sciences, Paris 167 Quantitative Finance 164 The Annals of Probability 161 Statistical Inference for Stochastic Processes 161 Statistical Modelling 155 Applied and Computational Harmonic Analysis 155 Statistica Sinica 154 Journal of Mathematical Analysis and Applications 154 Automatica 154 Journal of Mathematical Psychology 154 Methodology and Computing in Applied Probability 153 Journal of Applied Probability 152 Science China. Mathematics 150 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 146 Advances in Data Analysis and Classification. ADAC 142 AStA. Advances in Statistical Analysis 140 Journal of Theoretical Probability 139 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete 138 Information Sciences 135 Sankhyā. Series A 132 Advances in Applied Probability 129 Applied Mathematics and Computation 129 Annals of Operations Research 123 Brazilian Journal of Probability and Statistics 121 Journal of Mathematical Sciences (New York) 120 Journal of Systems Science and Complexity 113 Journal of Economic Theory 113 Mathematical Programming. Series A. Series B 112 Journal of Inequalities and Applications 109 SIAM/ASA Journal on Uncertainty Quantification 107 Journal of Economic Dynamics & Control 106 Acta Mathematica Sinica. English Series 105 Journal of Classification 101 Journal of Agricultural, Biological, and Environmental Statistics 99 Australian & New Zealand Journal of Statistics 96 Statistica Neerlandica 96 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 95 Neural Networks 92 Mathematical Problems in Engineering 89 Journal of Probability and Statistics 87 Stochastic Analysis and Applications 86 Mathematics and Computers in Simulation 85 Science in China. Series A ...and 844 more Journals
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### Cited in 62 Fields

 48,122 Statistics (62-XX) 9,761 Probability theory and stochastic processes (60-XX) 7,647 Numerical analysis (65-XX) 3,700 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3,013 Computer science (68-XX) 2,147 Operations research, mathematical programming (90-XX) 1,703 Biology and other natural sciences (92-XX) 1,281 Combinatorics (05-XX) 1,115 Information and communication theory, circuits (94-XX) 843 Systems theory; control (93-XX) 818 Linear and multilinear algebra; matrix theory (15-XX) 568 Harmonic analysis on Euclidean spaces (42-XX) 436 Functional analysis (46-XX) 349 Approximations and expansions (41-XX) 334 Statistical mechanics, structure of matter (82-XX) 320 Geophysics (86-XX) 292 Calculus of variations and optimal control; optimization (49-XX) 251 Partial differential equations (35-XX) 236 Operator theory (47-XX) 226 Dynamical systems and ergodic theory (37-XX) 212 Quantum theory (81-XX) 204 Measure and integration (28-XX) 202 Differential geometry (53-XX) 188 History and biography (01-XX) 175 Special functions (33-XX) 167 Convex and discrete geometry (52-XX) 165 Mathematical logic and foundations (03-XX) 126 Real functions (26-XX) 120 Commutative algebra (13-XX) 112 Algebraic geometry (14-XX) 104 Ordinary differential equations (34-XX) 99 Number theory (11-XX) 96 General and overarching topics; collections (00-XX) 96 Fluid mechanics (76-XX) 88 Global analysis, analysis on manifolds (58-XX) 86 Integral equations (45-XX) 80 Astronomy and astrophysics (85-XX) 74 Mechanics of deformable solids (74-XX) 72 Group theory and generalizations (20-XX) 64 Integral transforms, operational calculus (44-XX) 40 Relativity and gravitational theory (83-XX) 38 Difference and functional equations (39-XX) 38 Abstract harmonic analysis (43-XX) 36 Algebraic topology (55-XX) 34 Order, lattices, ordered algebraic structures (06-XX) 30 Geometry (51-XX) 30 Optics, electromagnetic theory (78-XX) 29 Nonassociative rings and algebras (17-XX) 29 General topology (54-XX) 25 Functions of a complex variable (30-XX) 25 Manifolds and cell complexes (57-XX) 23 Classical thermodynamics, heat transfer (80-XX) 22 Mechanics of particles and systems (70-XX) 16 Potential theory (31-XX) 15 Mathematics education (97-XX) 13 Topological groups, Lie groups (22-XX) 12 Several complex variables and analytic spaces (32-XX) 8 Associative rings and algebras (16-XX) 8 Sequences, series, summability (40-XX) 5 General algebraic systems (08-XX) 5 Category theory; homological algebra (18-XX) 1 Field theory and polynomials (12-XX)