Journal of Multivariate Analysis Short Title: J. Multivariate Anal. Publisher: Elsevier (Academic Press), San Diego, CA ISSN: 0047-259X Online: http://www.sciencedirect.com/science/journal/0047259X Comments: Indexed cover-to-cover Documents Indexed: 4,453 Publications (since 1971) References Indexed: 4,018 Publications with 92,894 References. all top 5 Latest Issues 185 (2021) 184 (2021) 183 (2021) 182 (2021) 181 (2021) 180 (2020) 179 (2020) 178 (2020) 177 (2020) 176 (2020) 175 (2020) 174 (2019) 173 (2019) 172 (2019) 171 (2019) 170 (2019) 169 (2019) 168 (2018) 167 (2018) 166 (2018) 165 (2018) 164 (2018) 163 (2018) 162 (2017) 161 (2017) 160 (2017) 159 (2017) 158 (2017) 157 (2017) 156 (2017) 155 (2017) 154 (2017) 153 (2017) 152 (2016) 151 (2016) 150 (2016) 149 (2016) 148 (2016) 147 (2016) 146 (2016) 145 (2016) 144 (2016) 143 (2016) 142 (2015) 141 (2015) 140 (2015) 139 (2015) 138 (2015) 137 (2015) 136 (2015) 135 (2015) 134 (2015) 133 (2015) 132 (2014) 131 (2014) 130 (2014) 129 (2014) 128 (2014) 127 (2014) 126 (2014) 125 (2014) 124 (2014) 123 (2014) 122 (2013) 121 (2013) 120 (2013) 119 (2013) 118 (2013) 117 (2013) 116 (2013) 115 (2013) 114 (2013) 113 (2013) 112 (2012) 111 (2012) 110 (2012) 109 (2012) 108 (2012) 107 (2012) 106 (2012) 105, No. 1 (2012) 104, No. 1 (2012) 103, No. 1 (2012) 102, No. 10 (2011) 102, No. 9 (2011) 102, No. 8 (2011) 102, No. 7 (2011) 102, No. 6 (2011) 102, No. 5 (2011) 102, No. 4 (2011) 102, No. 3 (2011) 102, No. 2 (2011) 102, No. 1 (2011) 101, No. 10 (2010) 101, No. 9 (2010) 101, No. 8 (2010) 101, No. 7 (2010) 101, No. 6 (2010) 101, No. 5 (2010) 101, No. 4 (2010) ...and 210 more Volumes all top 5 Authors 40 Kubokawa, Tatsuya 37 Zhu, Lixing 35 Fujikoshi, Yasunori 34 Srivastava, Muni Shanker 33 Balakrishnan, Narayanaswamy 32 Hall, Peter Gavin 29 Lian, Heng 24 Horváth, Lajos 24 Strawderman, William Edward 23 Sen, Pranab Kumar 22 Bai, Zhi-Dong 21 Joe, Harry 20 Gupta, Arjun Kumar 20 Wang, Qihua 19 Ghosh, Malay 19 Takemura, Akimichi 18 Arellano-Valle, Reinaldo Boris 18 Krishnaiah, Paruchuri Rama 18 Puri, Madan Lal 17 Fourdrinier, Dominique 17 Fraiman, Ricardo 16 Genest, Christian 16 Genton, Marc G. 16 Rao, Calyampudi Radhakrishna 15 Richards, Donald St. P. 15 Tsukuma, Hisayuki 15 You, Jinhong 14 Boente, Graciela 14 Härdle, Wolfgang Karl 14 Ruymgaart, Frits H. 14 Silverstein, Jack W. 13 Falk, Michael 13 von Rosen, Dietrich 12 Hu, Taizhong 12 Mathew, Thomas 12 Ogasawara, Haruhiko 12 Shaked, Moshe 12 Yanagihara, Hirokazu 12 Zhou, Yong 11 Bodnar, Taras 11 Chikuse, Yasuko 11 Csörgő, Miklós 11 Li, Gaorong 11 Nadarajah, Saralees 11 Nešlehová, Johanna G. 11 Oja, Hannu 11 Peng, Liang 11 Tsai, Ming-Tien 11 Zhang, Riquan 10 Devroye, Luc P. J. A. 10 Dey, Dipak Kumar 10 Díaz-García, José Antonio 10 Girard, Stéphane 10 Hashorva, Enkelejd 10 Hušková, Marie 10 Hyodo, Masashi 10 Kariya, Takeaki 10 Kochar, Subhash C. 10 Kotz, Samuel 10 Li, Haijun 10 Rémillard, Bruno N. 10 Scarsini, Marco 10 Taniguchi, Masanobu 10 Wesołowski, Jacek 10 Xue, Liugen 10 Zhu, Zhongyi 9 Babu, Gutti Jogesh 9 Cohen, Arthur 9 Croux, Christophe 9 Dette, Holger 9 Ebrahimi, Nader D. 9 Kano, Yutaka 9 Kuriki, Satoshi 9 Liang, Hanying 9 Mukerjee, Rahul 9 Pardo, Leandro 9 Segers, Johan 9 Sinha, Bimal Kumar 9 Vieu, Philippe 9 Wells, Martin T. 9 Zhao, Peng 8 Aoshima, Makoto 8 Arnold, Barry Charles 8 Bhaskara Rao, M. 8 Burman, Prabir 8 Cuadras, Carles M. 8 de Haan, Laurens 8 Einmahl, John H. J. 8 Fang, Kai-Tai 8 Hallin, Marc 8 Henze, Norbert 8 Jupp, Peter E. 8 Kakizawa, Yoshihide 8 Kokoszka, Piotr S. 8 Marron, James Stephen 8 Paindaveine, Davy 8 Perlman, Michael D. 8 Reiss, Rolf-Dieter 8 Rousseeuw, Peter J. 8 Sackrowitz, Harold B. ...and 4,365 more Authors all top 5 Fields 3,883 Statistics (62-XX) 1,421 Probability theory and stochastic processes (60-XX) 470 Numerical analysis (65-XX) 142 Linear and multilinear algebra; matrix theory (15-XX) 77 Functional analysis (46-XX) 69 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 58 Special functions (33-XX) 52 Measure and integration (28-XX) 43 Harmonic analysis on Euclidean spaces (42-XX) 38 Operations research, mathematical programming (90-XX) 35 Biology and other natural sciences (92-XX) 33 Combinatorics (05-XX) 32 Information and communication theory, circuits (94-XX) 28 Computer science (68-XX) 26 Operator theory (47-XX) 25 Systems theory; control (93-XX) 24 Approximations and expansions (41-XX) 18 Abstract harmonic analysis (43-XX) 15 Geophysics (86-XX) 14 Real functions (26-XX) 14 Convex and discrete geometry (52-XX) 14 Differential geometry (53-XX) 9 General and overarching topics; collections (00-XX) 9 Global analysis, analysis on manifolds (58-XX) 8 Group theory and generalizations (20-XX) 7 Statistical mechanics, structure of matter (82-XX) 6 Partial differential equations (35-XX) 6 Difference and functional equations (39-XX) 6 Integral transforms, operational calculus (44-XX) 6 Integral equations (45-XX) 5 Functions of a complex variable (30-XX) 5 Ordinary differential equations (34-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 5 Astronomy and astrophysics (85-XX) 4 Dynamical systems and ergodic theory (37-XX) 4 Quantum theory (81-XX) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Number theory (11-XX) 3 General topology (54-XX) 2 History and biography (01-XX) 2 Mathematical logic and foundations (03-XX) 2 Nonassociative rings and algebras (17-XX) 2 Topological groups, Lie groups (22-XX) 2 Potential theory (31-XX) 2 Mathematics education (97-XX) 1 Commutative algebra (13-XX) 1 Algebraic geometry (14-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 Manifolds and cell complexes (57-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 3,706 Publications have been cited 36,618 times in 22,331 Documents Cited by ▼ Year ▼ Integrals, conditional expectations, and martingales of multivalued functions. Zbl 0368.60006Hiai, Fumio; Umegaki, Hisaharu 351 1977 A well-conditioned estimator for large-dimensional covariance matrices. Zbl 1032.62050Ledoit, Olivier; Wolf, Michael 267 2004 On the theory of elliptically contoured distributions. Zbl 0469.60019Cambanis, Stamatis; Huang, Steel; Simons, Gordon 244 1981 A general class of multivariate skew-elliptical distributions. Zbl 0992.62047Branco, Márcia D.; Dey, Dipak K. 229 2001 Classes of orderings of measures and related correlation inequalities. I. Multivariate totally positive distributions. Zbl 0469.60006Karlin, Samuel; Rinott, Yosef 195 1980 Central limit theorem for integrated square error of multivariate nonparametric density estimators. Zbl 0528.62028Hall, Peter 194 1984 Central limit theorems for non-linear functionals of Gaussian fields. Zbl 0518.60023Breuer, Peter; Major, Peter 180 1983 Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference. Zbl 0539.62064Dauxois, J.; Pousse, A.; Romain, Y. 159 1982 Local polynomial fitting in semivarying coefficient model. Zbl 0995.62038Zhang, Wenyang; Lee, Sik-Yum; Song, Xinyuan 131 2002 Eigenvalues of large sample covariance matrices of spiked population models. Zbl 1220.15011Baik, Jinho; Silverstein, Jack W. 128 2006 Semi-parametric estimation of partially linear single-index models. Zbl 1089.62050Xia, Yingcun; Härdle, Wolfgang 123 2006 On fundamental skew distributions. Zbl 1073.62049Arellano-Valle, Reinaldo B.; Genton, Marc G. 118 2005 Quantile regression for longitudinal data. Zbl 1051.62059Koenker, Roger 117 2004 A characterization of quasi-copulas. Zbl 0935.62059Genest, C.; Quesada Molina, J. J.; Rodríguez Lallena, J. A.; Sempi, C. 115 1999 Asymptotic efficiency of the two-stage estimation method for copula-based models. Zbl 1066.62061Joe, Harry 110 2005 Strong convergence of the empirical distribution of eigenvalues of large dimensional random matrices. Zbl 0851.62015Silverstein, Jack W. 107 1995 On the empirical distribution of eigenvalues of a class of large dimensional random matrices. Zbl 0833.60038Silverstein, Jack W.; Bai, Z. D. 104 1995 Representations for partially exchangeable arrays of random variables. Zbl 0474.60044Aldous, David J. 98 1981 Estimation for diffusion processes from discrete observation. Zbl 0811.62083Yoshida, Nakahiro 92 1992 Using a bootstrap method to choose the sample fraction in tail index estimation. Zbl 0976.62044Danielsson, J.; de Haan, L.; Peng, L.; de Vries, C. G. 92 2001 Some limit theorems for the eigenvalues of a sample covariance matrix. Zbl 0491.62021Jonsson, Dag 90 1982 Representations of best linear unbiased estimators in the Gauss-Markoff model with a singular dispersion matrix. Zbl 0276.62068Rao, C. Radhakrishna 89 1973 On the theory of Banach space valued multifunctions. I: Integration and conditional expectation. Zbl 0579.28009Papageorgiou, Nikolaos S. 87 1985 Fixed design regression for time series: Asymptotic normality. Zbl 0764.62073Roussas, George G.; Tran, Lanh T.; Ioannides, D. A. 86 1992 Reduced-rank regression for the multivariate linear model. Zbl 0313.62042Izenman, Alan Julian 86 1975 Kernel density estimation on random fields. Zbl 0709.62085Tran, Lanh Tat 86 1990 Empirical likelihood for partially linear models. Zbl 0978.62034Shi, Jian; Lau, Tai-Shing 84 2000 An introduction to recent advances in high/infinite dimensional statistics. Zbl 1384.00073Goia, Aldo (ed.); Vieu, Philippe (ed.) 84 2016 Relations among univariate aging, bivariate aging and dependence for exchangeable lifetimes. Zbl 1070.60015Bassan, Bruno; Spizzichino, Fabio 83 2005 Consistent estimation under random censorship when covariables are present. Zbl 0767.62036Stute, Winfried 80 1993 Reliability and expectation bounds for coherent systems with exchangeable components. Zbl 1102.62111Navarro, Jorge; Rychlik, Tomasz 78 2007 Multivariate concordance. Zbl 0741.62061Joe, Harry 77 1990 Bivariate tensor-product \(B\)-splines in a partly linear model. Zbl 0865.62027He, Xuming; Shi, Peide 76 1996 Using the bootstrap to estimate mean squared error and select smoothing parameter in nonparametric problems. Zbl 0722.62030Hall, Peter 76 1990 Goodness-of-fit tests for copulas. Zbl 1095.62052Fermanian, Jean-David 75 2005 Stochastic evolution equations and related measure processes. Zbl 0299.60050Dawson, D. A. 75 1975 A test for the mean vector with fewer observations than the dimension. Zbl 1148.62042Srivastava, Muni S.; Du, Meng 74 2008 Entropy differential metric, distance and divergence measures in probability spaces: A unified approach. Zbl 0526.60015Burbea, Jacob; Rao, C. Radhakrishna 73 1982 Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. Zbl 0946.62055Croux, Christophe; Haesbroeck, Gentiane 72 1999 Analysis of the limiting spectral distribution of large dimensional random matrices. Zbl 0872.60013Silverstein, Jack W.; Choi, Sang-Il 72 1995 Strong representations of the survival function estimator for truncated and censored data with applications. Zbl 0809.62027Gijbels, Irène; Wang, Jane-Ling 71 1993 An identity for the Wishart distribution with applications. Zbl 0423.62036Haff, L. R. 71 1979 Single-index quantile regression. Zbl 1189.62075Wu, Tracy Z.; Yu, Keming; Yu, Yan 71 2010 Parametric families of multivariate distributions with given margins. Zbl 0778.62045Joe, Harry 71 1993 Sparse principal component analysis via regularized low rank matrix approximation. Zbl 1141.62049Shen, Haipeng; Huang, Jianhua Z. 71 2008 Strong consistency of least squares estimates in multiple regression II. Zbl 0416.62051Lai, T. L.; Robbins, Herbert; Wei, C. Z. 70 1979 The meta-elliptical distributions with given marginals. Zbl 1002.62016Fang, Hong-Bin; Fang, Kai-Tai; Kotz, Samuel 70 2002 A vector multivariate hazard rate. Zbl 0297.60013Johnson, N. L.; Kotz, Samuel 69 1975 Local linear estimation in partly linear models. Zbl 0883.62041Hamilton, Scott A.; Truong, Young K. 68 1997 Exponential inequalities for sums of random vectors. Zbl 0346.60001Yurinskii, V. V. 67 1976 Successive direction extraction for estimating the central subspace in a multiple-index regression. Zbl 1144.62030Yin, Xiangrong; Li, Bing; Cook, R. Dennis 67 2008 The probability that a random real Gaussian matrix has \(k\) real eigenvalues, related distributions, and the circular law. Zbl 0886.15024Edelman, Alan 66 1997 Stochastic comparisons of order statistics from heterogeneous populations, with applications in reliability. Zbl 0346.60058Proschan, F.; Sethuraman, J. 65 1976 Nonparametric estimation of the measurement error model using multiple indicators. Zbl 1127.62323Li, Tong; Vuong, Quang 65 1998 Empirical likelihood confidence intervals for linear regression coefficients. Zbl 0796.62040Chen, Song Xi 64 1994 Prediction of multivariate time series by autoregressive model fitting. Zbl 0579.62085Lewis, Richard; Reinsel, Gregory C. 64 1985 Estimation of high-dimensional prior and posterior covariance matrices in Kalman filter variants. Zbl 1105.62091Furrer, Reinhard; Bengtsson, Thomas 64 2007 A new approach to the BHEP tests for multivariate normality. Zbl 0874.62043Henze, Nobert; Wagner, Thorsten 63 1997 Optimal choice of sample fraction in extreme-value estimation. Zbl 0797.62016Dekkers, Arnold L. M.; de Haan, Laurens 63 1993 A connection between supermodular ordering and positive/negative association. Zbl 1034.60016Christofides, Tasos C.; Vaggelatou, Eutichia 63 2004 Maximum likelihood estimation for multivariate skew normal mixture models. Zbl 1152.62034Lin, Tsung I. 63 2009 Asymptotic theory for multivariate GARCH processes. Zbl 1038.62077Comte, F.; Lieberman, O. 62 2003 Construction of asymmetric multivariate copulas. Zbl 1151.62043Liebscher, Eckhard 61 2008 Nonparametric time series prediction: A semi-functional partial linear modeling. Zbl 1133.62075Aneiros-Pérez, Germán; Vieu, Philippe 61 2008 Statistical decision theory for quantum systems. Zbl 0275.62004Holevo, A. S. 60 1973 Tails of multivariate Archimedean copulas. Zbl 1165.62038Charpentier, Arthur; Segers, Johan 60 2009 Tail dependence functions and vine copulas. Zbl 1177.62072Joe, Harry; Li, Haijun; Nikoloulopoulos, Aristidis K. 60 2010 Empirical likelihood for single-index models. Zbl 1099.62045Xue, Liu-Gen; Zhu, Lixing 59 2006 Consistent nonparametric multiple regression: the fixed design case. Zbl 0637.62044Georgiev, Alexander A. 59 1988 Testing for equality between two copulas. Zbl 1157.62401Rémillard, Bruno; Scaillet, Olivier 59 2009 Estimation of a semiparametric varying-coefficient partially linear errors-in-variables model. Zbl 1085.62043You, Jinhong; Chen, Gemai 59 2006 Quantum stochastic calculus and quantum nonlinear filtering. Zbl 0762.60059Belavkin, Viacheslav P. 57 1992 High breakdown estimators for principal components: the projection-pursuit approach revisited. Zbl 1065.62040Croux, Christophe; Ruiz-Gazen, Anne 57 2005 On the simplified pair-copula construction – simply useful or too simplistic? Zbl 1184.62079Haff, Ingrid Hobæk; Aas, Kjersti; Frigessi, Arnoldo 57 2010 Bivariate distributions with given extreme value attractor. Zbl 0978.62043Capéraà, Philippe; Fougères, Anne-Laure; Genest, Christian 56 2000 Asymptotic properties of general autoregressive models and strong consistency of least-squares estimates of their parameters. Zbl 0509.62081Lai, T. L.; Wei, C. Z. 56 1983 The complete mixability and convex minimization problems with monotone marginal densities. Zbl 1229.60019Wang, Bin; Wang, Ruodu 56 2011 Asymptotic normality of random fields of positively or negatively associated processes. Zbl 0806.60040Roussas, George G. 55 1994 Asymptotic properties of backfitting estimators. Zbl 1065.62506Opsomer, Jean D. 55 2000 Asymptotic properties for estimates of nonparametric regression models based on negatively associated sequences. Zbl 1070.62022Liang, Han-Ying; Jing, Bing-Yi 55 2005 Limiting spectral distribution for a class of random matrices. Zbl 0614.62060Yin, Y. Q. 55 1986 On parameters of increasing dimensions. Zbl 0948.62013He, Xuming; Shao, Qi-Man 53 2000 Principled sure independence screening for Cox models with ultra-high-dimensional covariates. Zbl 1233.62173Zhao, Sihai Dave; Li, Yi 53 2012 A new test for multivariate normality. Zbl 1087.62070Székely, Gábor J.; Rizzo, Maria L. 53 2005 Characterization of dependence of multidimensional Lévy processes using Lévy copulas. Zbl 1099.62048Kallsen, Jan; Tankov, Peter 53 2006 Two-sample test statistics for measuring discrepancies between two multivariate probability density functions using kernel-based density estimates. Zbl 0798.62055Anderson, Niall H.; Hall, Peter; Titterington, D. M. 52 1994 Estimating structural and functional relationships. Zbl 0219.62011Moran, P. A. P. 52 1971 Extensions of results of Komlós, Major, and Tusnády to the multivariate case. Zbl 0676.60038Einmahl, Uwe 52 1989 Some new results on stochastic comparisons of spacings from heterogeneous exponential distributions. Zbl 0864.62033Kochar, Subhash; Rojo, Javier 51 1996 Asymptotic maximal deviation of M-smoothers. Zbl 0667.62028Härdle, Wolfgang 51 1989 Maximum likelihood estimators in multivariate linear normal models. Zbl 0686.62037von Rosen, Dietrich 51 1989 A characterization of random variables with minimum \(L^ 2\)-distance. Zbl 0688.62034Rüschendorf, L.; Rachev, S. T. 51 1990 On Kendall’s process. Zbl 0862.60020Barbe, Philippe; Genest, Christian; Ghoudi, Kilani; Rémillard, Bruno 50 1996 Tail order and intermediate tail dependence of multivariate copulas. Zbl 1221.62079Hua, Lei; Joe, Harry 50 2011 Some remarks on the supermodular order. Zbl 0958.60009Müller, Alfred; Scarsini, Marco 49 2000 A bivariate stable characterization and domains of attraction. Zbl 0409.62038Resnick, Sidney; Greenwood, Priscilla 49 1979 Amarts: A class of asymptotic martingales. A: Discrete parameter. Zbl 0336.60033Edgar, Gerald A.; Sucheston, Louis 49 1976 Sparse graphical models for exploring gene expression data. Zbl 1047.62104Dobra, Adrian; Hans, Chris; Jones, Beatrix; Nevins, Joseph R.; Yao, Guang; West, Mike 49 2004 A multivariate skew normal distribution. Zbl 1036.62043Gupta, Arjun K.; González-Farías, Graciela; Domínguez-Molina, J. Armando 48 2004 Multivariate k-nearest neighbor density estimates. Zbl 0406.62023Mack, Y. P.; Rosenblatt, M. 47 1979 On the specification of multivariate association measures and their behaviour with increasing dimension. 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Zbl 1428.62370Pergamenchtchikov, Serguei; Tartakovsky, Alexander G. 1 2019 ...and 1426 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 17,792 Authors 148 Balakrishnan, Narayanaswamy 97 Zhu, Lixing 77 Gupta, Arjun Kumar 71 Papageorgiou, Nikolaos S. 68 Hall, Peter Gavin 68 Nadarajah, Saralees 67 Lian, Heng 66 Liang, Hanying 65 Hashorva, Enkelejd 64 Vieu, Philippe 63 Kubokawa, Tatsuya 62 Bai, Zhi-Dong 61 Wang, Xuejun 59 Van Keilegom, Ingrid 58 Hallin, Marc 58 Pardo, Leandro 58 Xue, Liugen 56 Yang, Hu 55 Strawderman, William Edward 54 Arellano-Valle, Reinaldo Boris 54 Durante, Fabrizio 54 Zhou, Yong 53 Mesiar, Radko 52 Boente, Graciela 52 Dette, Holger 52 Horváth, Lajos 52 Wang, Qihua 51 Fujikoshi, Yasunori 51 Genest, Christian 51 Genton, Marc G. 51 You, Jinhong 50 Lachos Dávila, Víctor Hugo 50 Meintanis, Simos G. 50 Zhang, Riquan 46 Navarro, Jorge 45 Hu, Shuhe 45 Paindaveine, Davy 45 von Rosen, Dietrich 44 Bouzebda, Salim 44 De Baets, Bernard 44 Laksaci, Ali 44 Li, Xiaohu 44 Zhao, Peng 43 Peng, Liang 42 González-Manteiga, Wenceslao 42 Hu, Taizhong 41 Joe, Harry 40 Cui, Hengjian 40 Härdle, Wolfgang Karl 39 de Uña-Álvarez, Jacobo 39 Dey, Dipak Kumar 39 Jamalizadeh, Ahad 39 Liang, Hua 39 Segers, Johan 39 Úbeda-Flores, Manuel 38 Bolfarine, Heleno 38 Taqqu, Murad S. 38 Tian, Yongge 37 Ghosh, Malay 37 Girard, Stéphane 37 Huang, Zhensheng 37 Kundu, Debasis 37 Li, Qi 37 Shen, Pao-Sheng 37 Srivastava, Muni Shanker 36 Díaz-García, José Antonio 36 Hušková, Marie 36 Li, Gaorong 36 Ruiz-Medina, María Dolores 36 Sen, Pranab Kumar 36 Zhu, Zhongyi 35 Falk, Michael 35 Kokoszka, Piotr S. 35 Lee, Sangyeol 34 Fraiman, Ricardo 34 Guillou, Armelle 34 Morales, Domingo 34 Ould-Saïd, Elias 34 Rychlik, Tomasz 34 Takemura, Akimichi 34 Zhang, Li-Xin 34 Zhao, Yichuan 33 Bodnar, Taras 33 Fan, Jianqing 33 Lin, Jinguan 33 Oja, Hannu 32 Aoshima, Makoto 32 Leonenko, Nikolai N. 32 Lin, Zhengyan 32 Nourdin, Ivan 32 Park, Byeong Uk 32 Rüschendorf, Ludger 32 Zhou, Xian 31 Coelho, Carlos Agra 31 Fourdrinier, Dominique 31 Lin, Lu 31 Lin, Tsung I. 31 Nualart, David 31 Ogasawara, Haruhiko 30 Croux, Christophe ...and 17,692 more Authors all top 5 Cited in 716 Journals 2,483 Journal of Multivariate Analysis 1,197 Statistics & Probability Letters 1,146 Journal of Statistical Planning and Inference 999 Communications in Statistics. 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