The Annals of StatisticsAn 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: 5,744 Publications (since 1973) References Indexed: 2,724 Publications with 91,914 References. all top 5 Latest Issues 51, No. 1 (2023) 50, No. 6 (2022) 50, No. 5 (2022) 50, No. 4 (2022) 50, No. 3 (2022) 50, No. 2 (2022) 50, No. 1 (2022) 49, No. 6 (2021) 49, No. 5 (2021) 49, No. 4 (2021) 49, No. 3 (2021) 49, No. 2 (2021) 49, No. 1 (2021) 48, No. 6 (2020) 48, No. 5 (2020) 48, No. 4 (2020) 48, No. 3 (2020) 48, No. 2 (2020) 48, No. 1 (2020) 47, No. 6 (2019) 47, No. 5 (2019) 47, No. 4 (2019) 47, No. 3 (2019) 47, No. 2 (2019) 47, No. 1 (2019) 46, No. 6B (2018) 46, No. 6A (2018) 46, No. 5 (2018) 46, No. 4 (2018) 46, No. 3 (2018) 46, No. 2 (2018) 46, No. 1 (2018) 45, No. 6 (2017) 45, No. 5 (2017) 45, No. 4 (2017) 45, No. 3 (2017) 45, No. 2 (2017) 45, No. 1 (2017) 44, No. 6 (2016) 44, No. 5 (2016) 44, No. 4 (2016) 44, No. 3 (2016) 44, No. 2 (2016) 44, No. 1 (2016) 43, No. 6 (2015) 43, No. 5 (2015) 43, No. 4 (2015) 43, No. 3 (2015) 43, No. 2 (2015) 43, No. 1 (2015) 42, No. 6 (2014) 42, No. 5 (2014) 42, No. 4 (2014) 42, No. 3 (2014) 42, No. 2 (2014) 42, No. 1 (2014) 41, No. 6 (2013) 41, No. 5 (2013) 41, No. 4 (2013) 41, No. 3 (2013) 41, No. 2 (2013) 41, No. 1 (2013) 40, No. 6 (2012) 40, No. 5 (2012) 40, No. 4 (2012) 40, No. 3 (2012) 40, No. 2 (2012) 40, No. 1 (2012) 39, No. 6 (2011) 39, No. 5 (2011) 39, No. 4 (2011) 39, No. 3 (2011) 39, No. 2 (2011) 39, No. 1 (2011) 38, No. 6 (2010) 38, No. 5 (2010) 38, No. 4 (2010) 38, No. 3 (2010) 38, No. 2 (2010) 38, No. 1 (2010) 37, No. 6B (2009) 37, No. 6A (2009) 37, No. 5B (2009) 37, No. 5A (2009) 37, No. 4 (2009) 37, No. 3 (2009) 37, No. 2 (2009) 37, No. 1 (2009) 36, No. 6 (2008) 36, No. 5 (2008) 36, No. 4 (2008) 36, No. 3 (2008) 36, No. 2 (2008) 36, No. 1 (2008) 35, No. 6 (2007) 35, No. 5 (2007) 35, No. 4 (2007) 35, No. 3 (2007) 35, No. 2 (2007) 35, No. 1 (2007) ...and 113 more Volumes all top 5 Authors 105 Hall, Peter Gavin 60 Brown, Lawrence David 55 Fan, Jianqing 50 Bickel, Peter John 49 Dette, Holger 46 Cai, Tony Tony 35 Wasserman, Larry Alan 33 Tsybakov, Alexandre B. 32 Berger, James Orvis 31 Wellner, Jon August 30 Cohen, Arthur 29 Mammen, Enno 29 Müller, Hans-Georg 28 Cheng, Chingshui 28 Lai, Tze Leung 28 Sen, Pranab Kumar 27 Beran, Rudolf J. 27 Low, Mark G. 26 Van der Vaart, Adrianus Willem 26 Wu, Chien-Fu Jeff 26 Zhou, Harrison H. 25 Strawderman, William Edward 25 Zhang, Cun-Hui 24 Donoho, David Leigh 24 Johnstone, Iain Murray 23 Hallin, Marc 23 Koul, Hira Lal 23 Lahiri, Soumendra Nath 22 Bühlmann, Peter 22 He, Xuming 22 Wainwright, Martin J. 21 Samworth, Richard J. 21 Siegmund, David O. 21 Van de Geer, Sara Anna 20 Carroll, Raymond James 20 Devroye, Luc P. J. A. 20 Ritov, Ya’acov 20 Woodroofe, Michael Barrett 19 Ghosh, Malay 19 Hedayat, Abdossamad 19 Marron, James Stephen 19 Wang, Jane-Ling 19 Yohai, Víctor Jaime 18 Candès, Emmanuel J. 18 Efron, Bradley 18 Li, Bing 18 Li, Runze 18 Sackrowitz, Harold B. 18 Spokoiny, Vladimir G. 17 Ghosal, Subhashis 17 Li, Ker-Chau 17 Park, Byeong Uk 17 Yuan, Ming 16 Anderson, Theodore Wilbur jun. 16 Gao, Chao 16 Härdle, Wolfgang Karl 16 Kolchinskiĭ, Vladimir I’ich 16 Lugosi, Gábor 16 Robinson, Peter Michael 16 Stone, Charles Joel 16 Tibshirani, Robert John 16 Wu, Wei Biao 15 Diaconis, Persi Warren 15 Einmahl, John H. J. 15 Ghosh, Jayanta Kumar 15 Jin, Jiashun 15 McKeague, Ian W. 15 Paindaveine, Davy 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 Freedman, David A. 14 Kariya, Takeaki 14 Lindsay, Bruce G. 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 Drton, Mathias 12 Efromovich, Sam 12 Fan, Yingying 12 Gill, Richard David 12 Gordon, Louis 12 Groeneboom, Piet 12 Hastie, Trevor John ...and 4,067 more Authors all top 5 Fields 5,611 Statistics (62-XX) 1,253 Probability theory and stochastic processes (60-XX) 526 Numerical analysis (65-XX) 179 Combinatorics (05-XX) 116 Operations research, mathematical programming (90-XX) 114 Computer science (68-XX) 93 Linear and multilinear algebra; matrix theory (15-XX) 82 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 75 Approximations and expansions (41-XX) 62 Information and communication theory, circuits (94-XX) 58 Biology and other natural sciences (92-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) 22 Calculus of variations and optimal control; optimization (49-XX) 20 Convex and discrete geometry (52-XX) 18 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) 10 Integral equations (45-XX) 9 Order, lattices, ordered algebraic structures (06-XX) 9 Difference and functional equations (39-XX) 8 Partial differential equations (35-XX) 8 Dynamical systems and ergodic theory (37-XX) 7 General topology (54-XX) 6 Number theory (11-XX) 6 Group theory and generalizations (20-XX) 6 Ordinary differential equations (34-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) 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) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 5,316 Publications have been cited 160,642 times in 61,970 Documents Cited by ▼ Year ▼ Estimating the dimension of a model. Zbl 0379.62005Schwarz, Gideon 3,118 1978 Bootstrap methods: another look at the jackknife. Zbl 0406.62024Efron, B. 1,402 1979 Least angle regression. (With discussion). Zbl 1091.62054Efron, Bradley; Hastie, Trevor; Johnstone, Iain; Tibshirani, Robert 1,098 2004 A Bayesian analysis of some nonparametric problems. Zbl 0255.62037Ferguson, Thomas S. 944 1973 Empirical likelihood ratio confidence regions. Zbl 0712.62040Owen, Art 797 1990 Nearly unbiased variable selection under minimax concave penalty. Zbl 1183.62120Zhang, Cun-Hui 773 2010 Empirical likelihood and general estimating equations. Zbl 0799.62049Qin, Jing; Lawless, Jerry 708 1994 Markov chains for exploring posterior distributions. (With discussion). Zbl 0829.62080Tierney, Luke 659 1994 A simple general approach to inference about the tail of a distribution. Zbl 0323.62033Hill, Bruce M. 658 1975 The Dantzig selector: statistical estimation when \(p\) is much larger than \(n\). (With discussions and rejoinder). Zbl 1139.62019Candès, Emmanuel; Tao, Terence 655 2007 Negative association of random variables, with applications. Zbl 0508.62041Joag-Dev, Kumar; Proschan, Frank 649 1983 High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082Meinshausen, Nicolai; Bühlmann, Peter 639 2006 Cox’s regression model for counting processes: A large sample study. Zbl 0526.62026Andersen, P. K.; Gill, R. D. 601 1982 Simultaneous analysis of Lasso and Dantzig selector. Zbl 1173.62022Bickel, Peter J.; Ritov, Ya’acov; Tsybakov, Alexandre B. 558 2009 Statistical inference using extreme order statistics. Zbl 0312.62038Pickands, James III 547 1975 Estimation of the mean of a multivariate normal distribution. Zbl 0476.62035Stein, Charles M. 534 1981 On the convergence properties of the EM algorithm. Zbl 0517.62035Wu, C. J. Jeff 486 1983 Optimal global rates of convergence for nonparametric regression. Zbl 0511.62048Stone, Charles J. 482 1982 Multivariate adaptive regression splines. Zbl 0765.62064Friedman, Jerome H. 460 1991 On the distribution of the largest eigenvalue in principal components analysis. Zbl 1016.62078Johnstone, Iain M. 451 2001 Some asymptotic theory for the bootstrap. Zbl 0449.62034Bickel, Peter J.; Freedman, David 432 1981 Consistent nonparametric regression. Discussion. Zbl 0366.62051Stone, Charles J. 424 1977 The jackknife and the bootstrap for general stationary observations. Zbl 0684.62035Künsch, Hans R. 420 1989 Comparing nonparametric versus parametric regression fits. Zbl 0795.62036Härdle, W.; Mammen, E. 420 1993 The control of the false discovery rate in multiple testing under dependency. Zbl 1041.62061Benjamini, Yoav; Yekutieli, Daniel 403 2001 Robust regression: Asymptotics, conjectures and Monte Carlo. Zbl 0289.62033Huber, Peter J. 385 1973 Additive regression and other nonparametric models. Zbl 0605.62065Stone, Charles J. 367 1985 Greedy function approximation: A gradient boosting machine. Zbl 1043.62034Friedman, Jerome H. 361 2001 Asymptotics for Lasso-type estimators. Zbl 1105.62357Knight, Keith; Fu, Wenjiang 358 2000 One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1142.62027Zou, Hui; Li, Runze 356 2008 On the optimal rates of convergence for nonparametric deconvolution problems. Zbl 0729.62033Fan, Jianqing 354 1991 Nonconcave penalized likelihood with a diverging number of parameters. Zbl 1092.62031Fan, Jianqing; Peng, Heng 350 2004 Agreeing to disagree. Zbl 0379.62003Aumann, Robert J. 339 1976 On some global measures of the deviations of density function estimates. Zbl 0275.62033Bickel, P. J.; Rosenblatt, M. 334 1973 Covariance regularization by thresholding. Zbl 1196.62062Bickel, Peter J.; Levina, Elizaveta 329 2008 Regularized estimation of large covariance matrices. Zbl 1132.62040Bickel, Peter J.; Levina, Elizaveta 325 2008 Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems. Zbl 0335.60034Antoniak, Charles E. 319 1974 Empirical likelihood for linear models. Zbl 0799.62048Owen, Art 318 1991 Gaussian semiparametric estimation of long range dependence. Zbl 0843.62092Robinson, P. M. 315 1995 Jackknife, bootstrap and other resampling methods in regression analysis. Zbl 0618.62072Wu, C. F. J. 305 1986 Optimal smoothing in single-index models. Zbl 0770.62049Härdle, Wolfgang; Hall, Peter; Ichimura, Hidehiko 302 1993 Measuring and testing dependence by correlation of distances. Zbl 1129.62059Székely, Gábor J.; Rizzo, Maria L.; Bakirov, Nail K. 298 2007 Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors). Zbl 1106.62323Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert 293 2000 Asymptotics for linear processes. Zbl 0759.60021Phillips, Peter C. B.; Solo, Victor 291 1992 Density estimation by wavelet thresholding. Zbl 0860.62032Donoho, David L.; Johnstone, Iain M.; Kerkyacharian, Gérard; Picard, Dominique 288 1996 General notions of statistical depth function. Zbl 1106.62334Zuo, Yijun; Serfling, Robert 287 2000 Multivariate locally weighted least squares regression. Zbl 0821.62020Ruppert, D.; Wand, M. P. 286 1994 Ferguson distributions via Polya urn schemes. Zbl 0276.62010Blackwell, David; MacQueen, James B. 285 1973 Multivariate Archimedean copulas, \(d\)-monotone functions and \(\ell _{1}\)-norm symmetric distributions. Zbl 1173.62044McNeil, Alexander J.; Nešlehová, Johanna 273 2009 Nonparametric inference for a family of counting processes. Zbl 0389.62025Aalen, Odd 272 1978 On a notion of data depth based on random simplices. Zbl 0701.62063Liu, Regina Y. 269 1990 Local linear regression smoothers and their minimax efficiencies. Zbl 0773.62029Fan, Jianqing 268 1993 Statistical estimation in varying coefficient models. Zbl 0977.62039Fan, Jianqing; Zhang, Wenyang 264 1999 General equivalence theory for optimum designs (approximate theory). Zbl 0291.62093Kiefer, J. 261 1974 Optimal rates of convergence for nonparametric estimators. Zbl 0451.62033Stone, Charles J. 259 1980 Exact mean integrated squared error. Zbl 0746.62040Marron, J. S.; Wand, M. P. 258 1992 Large-sample properties of parameter estimates for strongly dependent stationary Gaussian time series. Zbl 0606.62096Fox, Robert; Taqqu, Murad S. 255 1986 Log-periodogram regression of time series with long range dependence. Zbl 0838.62085Robinson, P. M. 254 1995 A moment estimator for the index of an extreme-value distribution. Zbl 0701.62029Dekkers, A. L. M.; Einmahl, J. H. J.; De Haan, L. 253 1989 High breakdown-point and high efficiency robust estimates for regression. Zbl 0624.62037Yohai, Victor J. 250 1987 Generalized likelihood ratio statistics and Wilks phenomenon. Zbl 1029.62042Fan, Jianqing; Zhang, Chunming; Zhang, Jian 250 2001 Methodology and convergence rates for functional linear regression. Zbl 1114.62048Hall, Peter; Horowitz, Joel L. 247 2007 Convergence rates of posterior distributions. Zbl 1105.62315Ghosal, Subhashis; Ghosh, Jayanta K.; van der Vaart, Aad W. 247 2000 Fitting time series models to nonstationary processes. Zbl 0871.62080Dahlhaus, R. 242 1997 Projection pursuit. Zbl 0595.62059Huber, Peter J. 237 1985 On a class of Bayesian nonparametric estimates: I. Density estimates. Zbl 0557.62036Lo, Albert Y. 236 1984 The sparsity and bias of the LASSO selection in high-dimensional linear regression. Zbl 1142.62044Zhang, Cun-Hui; Huang, Jian 236 2008 Cube root asymptotics. Zbl 0703.62063Kim, Jeankyung; Pollard, David 232 1990 Composite quantile regression and the oracle model selection theory. Zbl 1360.62394Zou, Hui; Yuan, Ming 231 2008 Estimating a distribution function with truncated data. Zbl 0574.62040Woodroofe, Michael 229 1985 Prediction in functional linear regression. Zbl 1106.62036Cai, T. Tony; Hall, Peter 227 2006 Bayesian inference for causal effects: The role of randomization. Zbl 0383.62021Rubin, Donald B. 226 1978 Natural exponential families with quadratic variance functions. Zbl 0498.62015Morris, Carl N. 225 1982 Functional linear regression analysis for longitudinal data. Zbl 1084.62096Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling 224 2005 On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben 224 2014 Nonparametric model checks for regression. Zbl 0926.62035Stute, Winfried 223 1997 On the validity of the formal Edgeworth expansion. Zbl 0396.62010Bhattacharya, R. N.; Ghosh, J. K. 223 1978 Limiting distributions for \(L_1\) regression estimators under general conditions. Zbl 0929.62021Knight, Keith 223 1998 The jackknife estimate of variance. Zbl 0481.62035Efron, B.; Stein, C. 221 1981 Minimax estimation via wavelet shrinkage. Zbl 0935.62041Donoho, David L.; Johnstone, Iain M. 221 1998 Multivariate analysis by data depth: Descriptive statistics, graphics and inference. (With discussions and rejoinder). Zbl 0984.62037Liu, Regina Y.; Parelius, Jesse M.; Singh, Kesar 218 1999 Vines – a new graphical model for dependent random variables. Zbl 1101.62339Bedford, Tim; Cooke, Roger M. 214 2002 Heuristics of instability and stabilization in model selection. Zbl 0867.62055Breiman, Leo 211 1996 Linear smoothers and additive models. Zbl 0689.62029Buja, Andreas; Hastie, Trevor; Tibshirani, Robert 211 1989 Slice sampling. (With discussions and rejoinder). Zbl 1051.65007Neal, Radford M. 211 2003 Prior distributions on spaces of probability measures. Zbl 0286.62008Ferguson, Thomas S. 209 1974 A large sample study of the life table and product limit estimates under random censorship. Zbl 0283.62023Breslow, N.; Crowley, J. 209 1974 Bandwidth choice for nonparametric regression. Zbl 0554.62035Rice, John 208 1984 A two-sample test for high-dimensional data with applications to gene-set testing. Zbl 1183.62095Chen, Song Xi; Qin, Ying-Li 208 2010 Minimum Hellinger distance estimates for parametric models. Zbl 0381.62028Beran, Rudolf 207 1977 Sure independence screening in generalized linear models with NP-dimensionality. Zbl 1206.68157Fan, Jianqing; Song, Rui 206 2010 Estimation in a semiparametric partially linear errors-in-variables model. Zbl 0977.62036Liang, Hua; Härdle, Wolfgang; Carroll, Raymond J. 202 1999 Asymptotic theory of nonlinear least squares estimation. Zbl 0475.62050Wu, Chien-Fu 199 1981 On the asymptotic accuracy of Efron’s bootstrap. Zbl 0494.62048Singh, Kesar 198 1981 The pseudo-marginal approach for efficient Monte Carlo computations. Zbl 1185.60083Andrieu, Christophe; Roberts, Gareth O. 197 2009 Breakdown properties of location estimates based on halfspace depth and projected outlyingness. Zbl 0776.62031Donoho, David L.; Gasko, Miriam 194 1992 Algebraic algorithms for sampling from conditional distributions. Zbl 0952.62088Diaconis, Persi; Sturmfels, Bernd 194 1998 On the “degrees of freedom” of the lasso. Zbl 1126.62061Zou, Hui; Hastie, Trevor; Tibshirani, Robert 191 2007 Regression analysis with randomly right-censored data. Zbl 0477.62046Koul, H.; Susarla, V.; van Ryzin, J. 191 1981 Efficient parameter estimation for self-similar processes. Zbl 0703.62091Dahlhaus, Rainer 191 1989 Surprises in high-dimensional ridgeless least squares interpolation. Zbl 1486.62202Hastie, Trevor; Montanari, Andrea; Rosset, Saharon; Tibshirani, Ryan J. 17 2022 Robust sub-Gaussian estimation of a mean vector in nearly linear time. Zbl 1486.62077Depersin, Jules; Lecué, Guillaume 4 2022 Inference for change points in high-dimensional data via selfnormalization. Zbl 1486.62246Wang, Runmin; Zhu, Changbo; Volgushev, Stanislav; Shao, Xiaofeng 4 2022 A precise high-dimensional asymptotic theory for boosting and minimum-\(\ell_1\)-norm interpolated classifiers. Zbl 1490.68188Liang, Tengyuan; Sur, Pragya 4 2022 Heteroskedastic PCA: algorithm, optimality, and applications. Zbl 1486.62183Zhang, Anru R.; Cai, T. Tony; Wu, Yihong 3 2022 Fundamental barriers to high-dimensional regression with convex penalties. Zbl 1486.62198Celentano, Michael; Montanari, Andrea 3 2022 Minimax optimality of permutation tests. Zbl 1486.62128Kim, Ilmun; Balakrishnan, Sivaraman; Wasserman, Larry 3 2022 Multivariate ranks and quantiles using optimal transport: consistency, rates and nonparametric testing. Zbl 1486.62147Ghosal, Promit; Sen, Bodhisattva 3 2022 Testing community structure for hypergraphs. Zbl 1486.62179Yuan, Mingao; Liu, Ruiqi; Feng, Yang; Shang, Zuofeng 2 2022 Tensor clustering with planted structures: statistical optimality and computational limits. Zbl 1486.62187Luo, Yuetian; Zhang, Anru R. 2 2022 Adaptive test of independence based on HSIC measures. Zbl 1486.62125Albert, Mélisande; Laurent, Béatrice; Marrel, Amandine; Meynaoui, Anouar 2 2022 Higher criticism to compare two large frequency tables, with sensitivity to possible rare and weak differences. Zbl 07547937Donoho, David L.; Kipnis, Alon 2 2022 Exact minimax risk for linear least squares, and the lower tail of sample covariance matrices. Zbl 1500.62002Mourtada, Jaouad 2 2022 Improved central limit theorem and bootstrap approximations in high dimensions. Zbl 07628832Chernozhuokov, Victor; Chetverikov, Denis; Kato, Kengo; Koike, Yuta 2 2022 An optimal statistical and computational framework for generalized tensor estimation. Zbl 1486.62161Han, Rungang; Willett, Rebecca; Zhang, Anru R. 1 2022 Dimension reduction for functional data based on weak conditional moments. Zbl 1486.62116Li, Bing; Song, Jun 1 2022 Approximate message passing algorithms for rotationally invariant matrices. Zbl 1486.94026Fan, Zhou 1 2022 Admissible ways of merging \(p\)-values under arbitrary dependence. Zbl 1486.62057Vovk, Vladimir; Wang, Bin; Wang, Ruodu 1 2022 Testing equivalence of clustering. Zbl 1486.62184Gao, Chao; Ma, Zongming 1 2022 Semiparametric latent-class models for multivariate longitudinal and survival data. Zbl 1486.62260Wong, Kin Yau; Zeng, Donglin; Lin, D. Y. 1 2022 Backfitting for large scale crossed random effects regressions. Zbl 1486.62201Ghosh, Swarnadip; Hastie, Trevor; Owen, Art B. 1 2022 Distributed nonparametric function estimation: optimal rate of convergence and cost of adaptation. Zbl 1486.62099Cai, T. Tony; Wei, Hongji 1 2022 Functional sufficient dimension reduction through average Fréchet derivatives. Zbl 1486.62115Lee, Kuang-Yao; Li, Lexin 1 2022 General and feasible tests with multiply-imputed datasets. Zbl 1486.62020Chan, Kin Wai 1 2022 Iterative algorithm for discrete structure recovery. Zbl 1486.62058Gao, Chao; Zhang, Anderson Y. 1 2022 False discovery rate control with unknown null distribution: is it possible to mimic the oracle? Zbl 1486.62222Roquain, Etienne; Verzelen, Nicolas 1 2022 Max-sum tests for cross-sectional independence of high-dimensional panel data. Zbl 1487.62054Feng, Long; Jiang, Tiefeng; Liu, Binghui; Xiong, Wei 1 2022 All-in-one robust estimator of the Gaussian mean. Zbl 1486.62159Dalalyan, Arnak S.; Minasyan, Arshak 1 2022 Consistency of Bayesian inference for multivariate max-stable distributions. Zbl 07547939Padoan, Simone A.; Rizzelli, Stefano 1 2022 Minimax estimation of smooth densities in Wasserstein distance. Zbl 07547940Niles-Weed, Jonathan; Berthet, Quentin 1 2022 Uniform convergence of local Fréchet regression with applications to locating extrema and time warping for metric space valued trajectories. Zbl 07547942Chen, Yaqing; Müller, Hans-Georg 1 2022 Cointegration in large VARs. Zbl 07547943Bykhovskaya, Anna; Gorin, Vadim 1 2022 Partial recovery for top-\(k\) ranking: optimality of MLE and suboptimality of the spectral method. Zbl 07547944Chen, Pinhan; Gao, Chao; Zhang, Anderson Y. 1 2022 A data-adaptive method for estimating density level sets under shape conditions. Zbl 07547945Rodríguez-Casal, Alberto; Saavedra-Nieves, Paula 1 2022 Intrinsic Riemannian functional data analysis for sparse longitudinal observations. Zbl 07547947Shao, Lingxuan; Lin, Zhenhua; Yao, Fang 1 2022 Spectral estimation of Hawkes processes from count data. Zbl 1489.60082Cheysson, Felix; Lang, Gabriel 1 2022 On universally consistent and fully distribution-free rank tests of vector independence. Zbl 07610758Shi, Hongjian; Hallin, Marc; Drton, Mathias; Han, Fang 1 2022 Central limit theorem and bootstrap approximation in high dimensions: near \(1/\sqrt{n}\) rates via implicit smoothing. Zbl 07628829Lopes, Miles E. 1 2022 Testing goodness-of-fit and conditional independence with approximate co-sufficient sampling. Zbl 07628830Barber, Rina Foygel; Janson, Lucas 1 2022 Asymptotic analysis of synchrosqueezing transform – toward statistical inference with nonlinear-type time-frequency analysis. Zbl 07628837Sourisseau, Matt; Wu, Hau-Tieng; Zhou, Zhou 1 2022 The interpolation phase transition in neural networks: memorization and generalization under lazy training. Zbl 07628842Montanari, Andrea; Zhong, Yiqiao 1 2022 Nonparametric regression on Lie groups with measurement errors. Zbl 07628848Jeon, Jeong Min; Park, Byeong U.; van Keilegom, Ingrid 1 2022 Asymptotic properties of high-dimensional random forests. Zbl 07641131Chi, Chien-Ming; Vossler, Patrick; Fan, Yingying; Lv, Jinchi 1 2022 Distribution and quantile functions, ranks and signs in dimension \(d\): a measure transportation approach. Zbl 1468.62282Hallin, Marc; del Barrio, Eustasio; Cuesta-Albertos, Juan; Matrán, Carlos 14 2021 Singular vector and singular subspace distribution for the matrix denoising model. Zbl 1459.60011Bao, Zhigang; Ding, Xiucai; Wang, Ke 10 2021 Linearized two-layers neural networks in high dimension. Zbl 1473.62134Ghorbani, Behrooz; Mei, Song; Misiakiewicz, Theodor; Montanari, Andrea 10 2021 Spiked separable covariance matrices and principal components. Zbl 1469.15035Ding, Xiucai; Yang, Fan 10 2021 Peskun-Tierney ordering for Markovian Monte Carlo: beyond the reversible scenario. Zbl 1489.65005Andrieu, Christophe; Livingstone, Samuel 8 2021 Learning models with uniform performance via distributionally robust optimization. Zbl 1473.62019Duchi, John C.; Namkoong, Hongseok 8 2021 Multiple block sizes and overlapping blocks for multivariate time series extremes. Zbl 1461.62167Zou, Nan; Volgushev, Stanislav; Bücher, Axel 7 2021 Robust multivariate mean estimation: the optimality of trimmed mean. Zbl 1461.62069Lugosi, Gábor; Mendelson, Shahar 7 2021 Distributed linear regression by averaging. Zbl 1486.62199Dobriban, Edgar; Sheng, Yue 7 2021 E-values: calibration, combination and applications. Zbl 1475.62087Vovk, Vladimir; Wang, Ruodu 7 2021 The distribution of the Lasso: uniform control over sparse balls and adaptive parameter tuning. Zbl 1480.62145Miolane, Léo; Montanari, Andrea 6 2021 Transfer learning for nonparametric classification: minimax rate and adaptive classifier. Zbl 1466.62351Cai, T. Tony; Wei, Hongji 6 2021 Asymptotically independent U-statistics in high-dimensional testing. Zbl 1461.62233He, Yinqiu; Xu, Gongjun; Wu, Chong; Pan, Wei 6 2021 Optimal change point detection and localization in sparse dynamic networks. Zbl 1465.62154Wang, Daren; Yu, Yi; Rinaldo, Alessandro 6 2021 Estimation of low-rank matrices via approximate message passing. Zbl 1461.62070Montanari, Andrea; Venkataramanan, Ramji 6 2021 A simple measure of conditional dependence. Zbl 1486.62175Azadkia, Mona; Chatterjee, Sourav 6 2021 On extended admissible procedures and their nonstandard Bayes risk. Zbl 1486.62014Duanmu, Haosui; Roy, Daniel M. 5 2021 Statistically optimal and computationally efficient low rank tensor completion from noisy entries. Zbl 1473.62184Xia, Dong; Yuan, Ming; Zhang, Cun-Hui 5 2021 Asymptotics for spherical functional autoregressions. Zbl 1461.62237Caponera, Alessia; Marinucci, Domenico 5 2021 Classification accuracy as a proxy for two-sample testing. Zbl 1461.62100Kim, Ilmun; Ramdas, Aaditya; Singh, Aarti; Wasserman, Larry 5 2021 Predictive inference with the jackknife+. Zbl 1461.62050Barber, Rina Foygel; Candès, Emmanuel J.; Ramdas, Aaditya; Tibshirani, Ryan J. 5 2021 High-dimensional nonparametric density estimation via symmetry and shape constraints. Zbl 1468.62271Xu, Min; Samworth, Richard J. 5 2021 Average treatment effects in the presence of unknown interference. Zbl 1472.62022Sävje, Fredrik; Aronow, Peter M.; Hudgens, Michael G. 5 2021 Time-uniform, nonparametric, nonasymptotic confidence sequences. Zbl 1476.62170Howard, Steven R.; Ramdas, Aaditya; McAuliffe, Jon; Sekhon, Jasjeet 5 2021 On cross-validated Lasso in high dimensions. Zbl 1475.62209Chetverikov, Denis; Liao, Zhipeng; Chernozhukov, Victor 5 2021 On the rate of convergence of fully connected deep neural network regression estimates. Zbl 1486.62112Kohler, Michael; Langer, Sophie 4 2021 On the optimality of sliced inverse regression in high dimensions. Zbl 1464.62337Lin, Qian; Li, Xinran; Huang, Dongming; Liu, Jun S. 4 2021 Adaptation in multivariate log-concave density estimation. Zbl 1465.62099Feng, Oliver Y.; Guntuboyina, Adityanand; Kim, Arlene K. H.; Samworth, Richard J. 4 2021 Density deconvolution under general assumptions on the distribution of measurement errors. Zbl 1473.62115Belomestny, Denis; Goldenshluger, Alexander 4 2021 Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation. Zbl 1471.62372Fang, Billy; Guntuboyina, Adityanand; Sen, Bodhisattva 4 2021 Subspace estimation from unbalanced and incomplete data matrices: \({\ell_{2,\infty}}\) statistical guarantees. Zbl 1471.62371Cai, Changxiao; Li, Gen; Chi, Yuejie; Poor, H. Vincent; Chen, Yuxin 4 2021 Minimax rates in sparse, high-dimensional change point detection. Zbl 1472.62013Liu, Haoyang; Gao, Chao; Samworth, Richard J. 4 2021 A shrinkage principle for heavy-tailed data: high-dimensional robust low-rank matrix recovery. Zbl 1479.62034Fan, Jianqing; Wang, Weichen; Zhu, Ziwei 4 2021 On fixed-domain asymptotics, parameter estimation and isotropic Gaussian random fields with Matérn covariance functions. Zbl 1486.62254Loh, Wei-Liem; Sun, Saifei; Wen, Jun 4 2021 Community detection on mixture multilayer networks via regularized tensor decomposition. Zbl 1486.62185Jing, Bing-Yi; Li, Ting; Lyu, Zhongyuan; Xia, Dong 4 2021 Adaptive transfer learning. Zbl 1486.62191Reeve, Henry W. J.; Cannings, Timothy I.; Samworth, Richard J. 4 2021 Minimax optimal conditional independence testing. Zbl 1480.62077Neykov, Matey; Balakrishnan, Sivaraman; Wasserman, Larry 3 2021 Optimal rates for independence testing via \(U\)-statistic permutation tests. Zbl 1504.62060Berrett, Thomas B.; Kontoyiannis, Ioannis; Samworth, Richard J. 3 2021 Optimality of spectral clustering in the Gaussian mixture model. Zbl 1480.62129Löffler, Matthias; Zhang, Anderson Y.; Zhou, Harrison H. 3 2021 Asymptotic optimality in stochastic optimization. Zbl 1461.62146Duchi, John C.; Ruan, Feng 3 2021 Wordlength enumerator for fractional factorial designs. Zbl 1461.62132Tang, Yu; Xu, Hongquan 3 2021 Correction to: “Higher order elicitability and Osband’s principle”. Zbl 1456.62015Fissler, Tobias; Ziegel, Johanna F. 3 2021 Coverage of credible intervals in nonparametric monotone regression. Zbl 1469.62232Chakraborty, Moumita; Ghosal, Subhashis 3 2021 Minimax estimation of smooth optimal transport maps. Zbl 1468.62268Hütter, Jan-Christian; Rigollet, Philippe 3 2021 Total positivity in exponential families with application to binary variables. Zbl 1473.60046Lauritzen, Steffen; Uhler, Caroline; Zwiernik, Piotr 3 2021 Lasso-driven inference in time and space. Zbl 1475.62208Chernozhukov, Victor; Härdle, Wolfgang Karl; Huang, Chen; Wang, Weining 3 2021 Estimating the number of components in finite mixture models via the group-sort-fuse procedure. Zbl 1486.62062Manole, Tudor; Khalili, Abbas 3 2021 Augmented minimax linear estimation. Zbl 1486.62084Hirshberg, David A.; Wager, Stefan 3 2021 Extreme conditional expectile estimation in heavy-tailed heteroscedastic regression models. Zbl 1486.62141Girard, Stéphane; Stupfler, Gilles; Usseglio-Carleve, Antoine 3 2021 Optimal adaptivity of signed-polygon statistics for network testing. Zbl 1486.62168Jin, Jiashun; Ke, Zheng Tracy; Luo, Shengming 3 2021 Second-order Stein: SURE for SURE and other applications in high-dimensional inference. Zbl 1486.62209Bellec, Pierre C.; Zhang, Cun-Hui 2 2021 Consistent nonparametric estimation for heavy-tailed sparse graphs. Zbl 1486.62080Borgs, Christian; Chayes, Jennifer T.; Cohn, Henry; Ganguly, Shirshendu 2 2021 Nonexchangeable random partition models for microclustering. Zbl 1486.62066Di Benedetto, Giuseppe; Caron, François; Teh, Yee Whye 2 2021 Asymptotic distributions of high-dimensional distance correlation inference. Zbl 1486.62050Gao, Lan; Fan, Yingying; Lv, Jinchi; Shao, Qi-Man 2 2021 Universal Bayes consistency in metric spaces. Zbl 1486.62324Hanneke, Steve; Kontorovich, Aryeh; Sabato, Sivan; Weiss, Roi 2 2021 Willem van Zwet’s research. Zbl 1479.01011Bickel, Peter; Fiocco, Marta; De Gunst, Mathisca; Götze, Friedrich 2 2021 Adaptive estimation of multivariate piecewise polynomials and bounded variation functions by optimal decision trees. Zbl 1486.62101Chatterjee, Sabyasachi; Goswami, Subhajit 2 2021 ...and 1698 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 46,709 Authors 197 Dette, Holger 179 Hall, Peter Gavin 171 Zhu, Lixing 133 Lian, Heng 121 Nadarajah, Saralees 118 Wang, Xuejun 114 Zhou, Yong 113 Fan, Jianqing 111 Horváth, Lajos 108 Balakrishnan, Narayanaswamy 108 Walker, Stephen Grahm 101 Lee, Sangyeol 100 Phillips, Peter Charles Bonest 100 Zhang, Riquan 98 Sen, Pranab Kumar 95 Van Keilegom, Ingrid 94 Shen, Pao-Sheng 94 Wang, Qihua 93 Kubokawa, Tatsuya 89 Peng, Liang 87 González-Manteiga, Wenceslao 86 Ghosh, Malay 85 Mukhopadhyay, Nitis 84 Liang, Hua 84 Lin, Lu 84 Sun, Jianguo 82 Bai, Zhi-Dong 80 Politis, Dimitris Nicolas 80 Vieu, Philippe 79 Hallin, Marc 79 Härdle, Wolfgang Karl 78 Bühlmann, Peter 78 Linton, Oliver Bruce 78 Strawderman, William Edward 77 Li, Runze 76 Cai, Tony Tony 76 Xue, Liugen 74 Liang, Hanying 74 Marron, James Stephen 73 Koul, Hira Lal 72 Dunson, David Brian 71 Robinson, Peter Michael 70 Gijbels, Irène 70 Guillou, Armelle 70 Gupta, Arjun Kumar 70 Hušková, Marie 70 Park, Byeong Uk 69 Ghosal, Subhashis 69 Sun, Liuquan 68 Girard, Stéphane 68 Mammen, Enno 67 Bouzebda, Salim 67 Müller, Hans-Georg 67 Schick, Anton 67 Wasserman, Larry Alan 66 Hu, Shuhe 66 Liu, Min-Qian 64 He, Xuming 64 You, Jinhong 64 Zhang, Jun 63 Kokoszka, Piotr S. 62 Cui, Hengjian 62 Wellner, Jon August 61 Takemura, Akimichi 61 Tsybakov, Alexandre B. 60 Dey, Dipak Kumar 60 Lahiri, Soumendra Nath 60 Pardo, Leandro 59 Boente, Graciela 59 Comte, Fabienne 59 Gao, Jiti 59 Kohler, Michael 59 Koukouvinos, Christos 59 Lai, Tze Leung 59 Mukerjee, Rahul 58 de Uña-Álvarez, Jacobo 58 Van de Geer, Sara Anna 58 Withers, Christopher Stroude 57 Leal de Carvalho Gomes, Maria Ivette 57 Lin, Jinguan 57 Van der Vaart, Adrianus Willem 57 Wang, Dehui 57 Yohai, Víctor Jaime 57 Zhao, Yichuan 56 Munk, Axel 56 Qin, Hong 56 Qin, Jing 56 Zhu, Zhongyi 55 Carroll, Raymond James 55 Roberts, Gareth O. 54 Beirlant, Jan 54 Davis, Richard A. 54 Fraiman, Ricardo 54 Tang, Niansheng 53 Paindaveine, Davy 53 Qin, Yongsong 52 Chan, Ngai Hang 52 Fang, Kai-Tai 52 Huang, Zhensheng 52 Srivastava, Muni Shanker ...and 46,609 more Authors all top 5 Cited in 1,003 Journals 3,541 Journal of Statistical Planning and Inference 3,344 Communications in Statistics. Theory and Methods 2,797 Statistics & Probability Letters 2,737 Computational Statistics and Data Analysis 2,603 Journal of Multivariate Analysis 2,582 The Annals of Statistics 1,967 Journal of Econometrics 1,285 Communications in Statistics. Simulation and Computation 1,264 Electronic Journal of Statistics 1,252 Journal of Statistical Computation and Simulation 1,074 Annals of the Institute of Statistical Mathematics 981 Journal of Nonparametric Statistics 869 Biometrics 854 Statistics 847 Journal of Applied Statistics 813 Bernoulli 789 Journal of the American Statistical Association 705 The Canadian Journal of Statistics 673 Metrika 658 Stochastic Processes and their Applications 658 The Annals of Applied Statistics 631 Statistics and Computing 619 Statistical Papers 598 Test 593 Econometric Theory 578 Computational Statistics 501 Journal of Time Series Analysis 483 Statistical Science 474 Sequential Analysis 456 Scandinavian Journal of Statistics 425 Psychometrika 388 Econometric Reviews 388 Journal of the Korean Statistical Society 355 Lifetime Data Analysis 344 Journal of Machine Learning Research (JMLR) 340 European Journal of Operational Research 323 Economics Letters 310 Journal of Statistical Theory and Practice 285 Journal of Computational and Graphical Statistics 281 Probability Theory and Related Fields 279 The Annals of Applied Probability 277 Insurance Mathematics & Economics 267 International Journal of Approximate Reasoning 251 Acta Mathematicae Applicatae Sinica. English Series 245 Machine Learning 244 Linear Algebra and its Applications 240 Neural Computation 240 Statistical Methods and Applications 215 Extremes 208 Statistica Sinica 204 Biometrical Journal 203 Journal of Computational and Applied Mathematics 194 Mathematical Methods of Statistics 194 Journal of the Royal Statistical Society. Series B. Statistical Methodology 192 Statistical Methodology 179 Quantitative Finance 174 Kybernetika 174 Bayesian Analysis 173 Applied and Computational Harmonic Analysis 172 Pattern Recognition 172 Comptes Rendus. Mathématique. Académie des Sciences, Paris 170 Statistical Inference for Stochastic Processes 169 Methodology and Computing in Applied Probability 169 Advances in Data Analysis and Classification. ADAC 165 The Annals of Probability 164 Journal of Mathematical Analysis and Applications 163 Automatica 162 Journal of Applied Probability 160 Statistical Modelling 159 Science China. Mathematics 158 Journal of Mathematical Psychology 157 AStA. Advances in Statistical Analysis 152 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 146 Journal of Theoretical Probability 144 Sankhyā. Series A 141 Applied Mathematics and Computation 141 Annals of Operations Research 139 Brazilian Journal of Probability and Statistics 138 Advances in Applied Probability 138 Information Sciences 138 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete 132 Journal of Mathematical Sciences (New York) 131 Journal of Systems Science and Complexity 126 Mathematical Programming. Series A. Series B 126 Journal of Agricultural, Biological, and Environmental Statistics 122 Journal of Economic Theory 121 SIAM/ASA Journal on Uncertainty Quantification 114 Journal of Classification 114 Journal of Inequalities and Applications 113 Journal of Economic Dynamics & Control 112 The American Statistician 111 Physica A 111 Acta Mathematica Sinica. English Series 104 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 100 Journal of Computational Physics 99 Australian & New Zealand Journal of Statistics 98 Operations Research 96 Statistica Neerlandica 95 Neural Networks 92 Journal of Complexity ...and 903 more Journals all top 5 Cited in 62 Fields 51,853 Statistics (62-XX) 10,398 Probability theory and stochastic processes (60-XX) 7,537 Numerical analysis (65-XX) 4,059 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3,357 Computer science (68-XX) 2,391 Operations research, mathematical programming (90-XX) 1,786 Biology and other natural sciences (92-XX) 1,363 Combinatorics (05-XX) 1,213 Information and communication theory, circuits (94-XX) 885 Systems theory; control (93-XX) 883 Linear and multilinear algebra; matrix theory (15-XX) 595 Harmonic analysis on Euclidean spaces (42-XX) 463 Functional analysis (46-XX) 418 Statistical mechanics, structure of matter (82-XX) 372 Approximations and expansions (41-XX) 346 Geophysics (86-XX) 317 Calculus of variations and optimal control; optimization (49-XX) 278 Partial differential equations (35-XX) 256 Operator theory (47-XX) 253 Dynamical systems and ergodic theory (37-XX) 239 Quantum theory (81-XX) 220 Differential geometry (53-XX) 211 Measure and integration (28-XX) 193 History and biography (01-XX) 183 Convex and discrete geometry (52-XX) 182 Special functions (33-XX) 171 Mathematical logic and foundations (03-XX) 134 Real functions (26-XX) 132 Commutative algebra (13-XX) 131 Algebraic geometry (14-XX) 113 Fluid mechanics (76-XX) 111 Ordinary differential equations (34-XX) 109 Number theory (11-XX) 103 General and overarching topics; collections (00-XX) 96 Global analysis, analysis on manifolds (58-XX) 89 Integral equations (45-XX) 87 Mechanics of deformable solids (74-XX) 84 Astronomy and astrophysics (85-XX) 81 Group theory and generalizations (20-XX) 68 Integral transforms, operational calculus (44-XX) 47 Relativity and gravitational theory (83-XX) 44 Algebraic topology (55-XX) 41 Abstract harmonic analysis (43-XX) 37 Difference and functional equations (39-XX) 36 Order, lattices, ordered algebraic structures (06-XX) 36 Geometry (51-XX) 31 Nonassociative rings and algebras (17-XX) 31 Optics, electromagnetic theory (78-XX) 30 General topology (54-XX) 29 Functions of a complex variable (30-XX) 27 Mechanics of particles and systems (70-XX) 26 Manifolds and cell complexes (57-XX) 26 Classical thermodynamics, heat transfer (80-XX) 17 Potential theory (31-XX) 15 Topological groups, Lie groups (22-XX) 15 Several complex variables and analytic spaces (32-XX) 12 Mathematics education (97-XX) 9 Associative rings and algebras (16-XX) 7 Sequences, series, summability (40-XX) 5 General algebraic systems (08-XX) 5 Category theory; homological algebra (18-XX) 3 Field theory and polynomials (12-XX) Citations by Year