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: Journal; Indexed cover-to-cover Documents Indexed: 4,829 Publications (since 1971) References Indexed: 4,394 Publications with 108,368 References. all top 5 Latest Issues 206 (2025) 205 (2025) 204 (2024) 203 (2024) 202 (2024) 201 (2024) 200 (2024) 199 (2024) 198 (2023) 197 (2023) 196 (2023) 195 (2023) 194 (2023) 193 (2023) 192 (2022) 191 (2022) 190 (2022) 189 (2022) 188 (2022) 187 (2022) 186 (2021) 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) ...and 231 more Volumes all top 5 Authors 41 Kubokawa, Tatsuya 38 Zhu, Lixing 36 Balakrishnan, Narayanaswamy 36 Fujikoshi, Yasunori 34 Srivastava, Muni Shanker 32 Hall, Peter Gavin 32 Lian, Heng 26 Horváth, Lajos 24 Joe, Harry 24 Strawderman, William Edward 23 Bai, Zhi-Dong 23 Sen, Pranab Kumar 20 Arellano-Valle, Reinaldo Boris 20 Genest, Christian 20 Genton, Marc G. 20 Ghosh, Malay 20 Gupta, Arjun Kumar 20 Takemura, Akimichi 20 Wang, Qihua 19 Fraiman, Ricardo 19 Khatri, Chinubhai Ghelabhai 18 Krishnaiah, Paruchuri Rama 18 Puri, Madan Lal 17 Fourdrinier, Dominique 17 Richards, Donald St. P. 16 Härdle, Wolfgang Karl 16 Rao, Calyampudi Radhakrishna 15 Bodnar, Taras 15 Silverstein, Jack W. 15 Tsukuma, Hisayuki 15 You, Jinhong 14 Boente, Graciela 14 Nešlehová, Johanna G. 14 Ruymgaart, Frits H. 13 Falk, Michael 13 Hušková, Marie 13 Ogasawara, Haruhiko 13 Vieu, Philippe 13 Zhang, Riquan 12 Girard, Stéphane 12 Hu, Taizhong 12 Hyodo, Masashi 12 Mathew, Thomas 12 Oja, Hannu 12 Rémillard, Bruno N. 12 Shaked, Moshe 12 Song, Xinyuan 12 Taniguchi, Masanobu 12 von Rosen, Dietrich 12 Yanagihara, Hirokazu 12 Zhou, Yong 12 Zhu, Zhongyi 11 Chikuse, Yasuko 11 Csörgő, Miklós 11 Dey, Dipak Kumar 11 Kokoszka, Piotr S. 11 Li, Gaorong 11 Nadarajah, Saralees 11 Peng, Liang 11 Tsai, Ming-Tien 11 Zhu, Liping 10 Aoshima, Makoto 10 Cai, Tianwen 10 Devroye, Luc P. J. A. 10 Díaz-García, José Antonio 10 Hashorva, Enkelejd 10 Kariya, Takeaki 10 Kochar, Subhash C. 10 Kotz, Samuel 10 Kuriki, Satoshi 10 Li, Haijun 10 Pardo, Leandro 10 Scarsini, Marco 10 Segers, Johan 10 Tang, Niansheng 10 Wesołowski, Jacek 10 Xue, Liugen 9 Arnold, Barry Charles 9 Babu, Gutti Jogesh 9 Cohen, Arthur 9 Croux, Christophe 9 Cuadras, Carles M. 9 Dette, Holger 9 Ebrahimi, Nader 9 Fang, Kai-Tai 9 Gijbels, Irène 9 Kakizawa, Yoshihide 9 Kano, Yutaka 9 Liang, Hanying 9 Liang, Hua 9 Mukerjee, Rahul 9 Quessy, Jean-François 9 Rüschendorf, Ludger 9 Sinha, Bimal Kumar 9 Van Aelst, Stefan 9 Wells, Martin T. 9 Yata, Kazuyoshi 9 Zhao, Peng 8 Bhaskara Rao, M. 8 Burman, Prabir ...and 4,854 more Authors all top 5 Fields 4,259 Statistics (62-XX) 1,482 Probability theory and stochastic processes (60-XX) 477 Numerical analysis (65-XX) 152 Linear and multilinear algebra; matrix theory (15-XX) 81 Functional analysis (46-XX) 76 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 59 Special functions (33-XX) 52 Measure and integration (28-XX) 45 Harmonic analysis on Euclidean spaces (42-XX) 38 Operations research, mathematical programming (90-XX) 36 Combinatorics (05-XX) 36 Biology and other natural sciences (92-XX) 35 Information and communication theory, circuits (94-XX) 33 Computer science (68-XX) 26 Operator theory (47-XX) 25 Systems theory; control (93-XX) 24 Approximations and expansions (41-XX) 21 Geophysics (86-XX) 18 Abstract harmonic analysis (43-XX) 15 Real functions (26-XX) 15 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) 8 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) 6 Calculus of variations and optimal control; optimization (49-XX) 5 Functions of a complex variable (30-XX) 5 Ordinary differential equations (34-XX) 5 Astronomy and astrophysics (85-XX) 4 Dynamical systems and ergodic theory (37-XX) 4 Quantum theory (81-XX) 3 History and biography (01-XX) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Number theory (11-XX) 3 General topology (54-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 4,219 Publications have been cited 52,442 times in 31,194 Documents Cited by ▼ Year ▼ A well-conditioned estimator for large-dimensional covariance matrices. Zbl 1032.62050 Ledoit, Olivier; Wolf, Michael 427 2004 Integrals, conditional expectations, and martingales of multivalued functions. Zbl 0368.60006 Hiai, Fumio; Umegaki, Hisaharu 404 1977 A general class of multivariate skew-elliptical distributions. Zbl 0992.62047 Branco, Márcia D.; Dey, Dipak K. 333 2001 On the theory of elliptically contoured distributions. Zbl 0469.60019 Cambanis, Stamatis; Huang, Steel; Simons, Gordon 303 1981 Classes of orderings of measures and related correlation inequalities. I. Multivariate totally positive distributions. Zbl 0469.60006 Karlin, Samuel; Rinott, Yosef 241 1980 Central limit theorem for integrated square error of multivariate nonparametric density estimators. Zbl 0528.62028 Hall, Peter 234 1984 Central limit theorems for non-linear functionals of Gaussian fields. Zbl 0518.60023 Breuer, Peter; Major, Peter 230 1983 Quantile regression for longitudinal data. Zbl 1051.62059 Koenker, Roger 205 2004 Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference. Zbl 0539.62064 Dauxois, J.; Pousse, A.; Romain, Y. 204 1982 Eigenvalues of large sample covariance matrices of spiked population models. Zbl 1220.15011 Baik, Jinho; Silverstein, Jack W. 197 2006 Asymptotic efficiency of the two-stage estimation method for copula-based models. Zbl 1066.62061 Joe, Harry 176 2005 Local polynomial fitting in semivarying coefficient model. Zbl 0995.62038 Zhang, Wenyang; Lee, Sik-Yum; Song, Xinyuan 165 2002 An introduction to recent advances in high/infinite dimensional statistics. Zbl 1384.00073 164 2016 Semi-parametric estimation of partially linear single-index models. Zbl 1089.62050 Xia, Yingcun; Härdle, Wolfgang 164 2006 On fundamental skew distributions. Zbl 1073.62049 Arellano-Valle, Reinaldo B.; Genton, Marc G. 160 2005 Representations for partially exchangeable arrays of random variables. Zbl 0474.60044 Aldous, David J. 152 1981 Strong convergence of the empirical distribution of eigenvalues of large dimensional random matrices. Zbl 0851.62015 Silverstein, Jack W. 151 1995 On the empirical distribution of eigenvalues of a class of large dimensional random matrices. Zbl 0833.60038 Silverstein, Jack W.; Bai, Z. D. 136 1995 A characterization of quasi-copulas. Zbl 0935.62059 Genest, C.; Quesada Molina, J. J.; Rodríguez Lallena, J. A.; Sempi, C. 135 1999 A test for the mean vector with fewer observations than the dimension. Zbl 1148.62042 Srivastava, Muni S.; Du, Meng 135 2008 Some limit theorems for the eigenvalues of a sample covariance matrix. Zbl 0491.62021 Jonsson, Dag 130 1982 Estimation for diffusion processes from discrete observation. Zbl 0811.62083 Yoshida, Nakahiro 128 1992 Reduced-rank regression for the multivariate linear model. Zbl 0313.62042 Izenman, Alan Julian 124 1975 Using a bootstrap method to choose the sample fraction in tail index estimation. Zbl 0976.62044 Danielsson, J.; de Haan, L.; Peng, L.; de Vries, C. G. 119 2001 Consistent estimation under random censorship when covariables are present. Zbl 0767.62036 Stute, Winfried 119 1993 Principled sure independence screening for Cox models with ultra-high-dimensional covariates. Zbl 1233.62173 Zhao, Sihai Dave; Li, Yi 117 2012 Representations of best linear unbiased estimators in the Gauss-Markoff model with a singular dispersion matrix. Zbl 0276.62068 Rao, C. Radhakrishna 116 1973 Fixed design regression for time series: Asymptotic normality. Zbl 0764.62073 Roussas, George G.; Tran, Lanh T.; Ioannides, D. A. 115 1992 Single-index quantile regression. Zbl 1189.62075 Wu, Tracy Z.; Yu, Keming; Yu, Yan 114 2010 The meta-elliptical distributions with given marginals. Zbl 1002.62016 Fang, Hong-Bin; Fang, Kai-Tai; Kotz, Samuel 113 2002 Sparse principal component analysis via regularized low rank matrix approximation. Zbl 1141.62049 Shen, Haipeng; Huang, Jianhua Z. 111 2008 Multivariate concordance. Zbl 0741.62061 Joe, Harry 108 1990 Successive direction extraction for estimating the central subspace in a multiple-index regression. Zbl 1144.62030 Yin, Xiangrong; Li, Bing; Cook, R. Dennis 105 2008 Kernel density estimation on random fields. Zbl 0709.62085 Tran, Lanh Tat 103 1990 Comparing clusterings – an information based distance. Zbl 1298.91124 Meilă, Marina 103 2007 Analysis of the limiting spectral distribution of large dimensional random matrices. Zbl 0872.60013 Silverstein, Jack W.; Choi, Sang-Il 100 1995 On the theory of Banach space valued multifunctions. I: Integration and conditional expectation. Zbl 0579.28009 Papageorgiou, Nikolaos S. 100 1985 Relations among univariate aging, bivariate aging and dependence for exchangeable lifetimes. Zbl 1070.60015 Bassan, Bruno; Spizzichino, Fabio 100 2005 Reliability and expectation bounds for coherent systems with exchangeable components. Zbl 1102.62111 Navarro, Jorge; Rychlik, Tomasz 99 2007 Parametric families of multivariate distributions with given margins. Zbl 0778.62045 Joe, Harry 98 1993 Statistical decision theory for quantum systems. Zbl 0275.62004 Holevo, A. S. 98 1973 Nonparametric estimation of the measurement error model using multiple indicators. Zbl 1127.62323 Li, Tong; Vuong, Quang 97 1998 Empirical likelihood for partially linear models. Zbl 0978.62034 Shi, Jian; Lau, Tai-Shing 97 2000 The probability that a random real Gaussian matrix has \(k\) real eigenvalues, related distributions, and the circular law. Zbl 0886.15024 Edelman, Alan 96 1997 Goodness-of-fit tests for copulas. Zbl 1095.62052 Fermanian, Jean-David 96 2005 Generating random correlation matrices based on vines and extended onion method. Zbl 1170.62042 Lewandowski, Daniel; Kurowicka, Dorota; Joe, Harry 95 2009 Maximum likelihood estimation for multivariate skew normal mixture models. Zbl 1152.62034 Lin, Tsung I. 94 2009 Bivariate tensor-product \(B\)-splines in a partly linear model. Zbl 0865.62027 He, Xuming; Shi, Peide 94 1996 Asymptotic properties for estimates of nonparametric regression models based on negatively associated sequences. Zbl 1070.62022 Liang, Han-Ying; Jing, Bing-Yi 94 2005 Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. Zbl 0946.62055 Croux, Christophe; Haesbroeck, Gentiane 93 1999 On parameters of increasing dimensions. Zbl 0948.62013 He, Xuming; Shao, Qi-Man 93 2000 Construction of asymmetric multivariate copulas. Zbl 1151.62043 Liebscher, Eckhard 93 2008 A vector multivariate hazard rate. Zbl 0297.60013 Johnson, N. L.; Kotz, Samuel 93 1975 Using the bootstrap to estimate mean squared error and select smoothing parameter in nonparametric problems. Zbl 0722.62030 Hall, Peter 92 1990 Entropy differential metric, distance and divergence measures in probability spaces: A unified approach. Zbl 0526.60015 Burbea, Jacob; Rao, C. Radhakrishna 92 1982 A connection between supermodular ordering and positive/negative association. Zbl 1034.60016 Christofides, Tasos C.; Vaggelatou, Eutichia 90 2004 Testing for equality between two copulas. Zbl 1157.62401 Rémillard, Bruno; Scaillet, Olivier 89 2009 A review of copula models for economic time series. Zbl 1244.62085 Patton, Andrew J. 88 2012 On a new multivariate two-sample test. Zbl 1035.62052 Baringhaus, L.; Franz, C. 88 2004 Estimation of high-dimensional prior and posterior covariance matrices in Kalman filter variants. Zbl 1105.62091 Furrer, Reinhard; Bengtsson, Thomas 88 2007 Tail dependence functions and vine copulas. Zbl 1177.62072 Joe, Harry; Li, Haijun; Nikoloulopoulos, Aristidis K. 86 2010 Log-linear Poisson autoregression. Zbl 1207.62165 Fokianos, Konstantinos; Tjøstheim, Dag 85 2011 Asymptotic theory for multivariate GARCH processes. Zbl 1038.62077 Comte, F.; Lieberman, O. 85 2003 Stochastic evolution equations and related measure processes. Zbl 0299.60050 Dawson, D. A. 85 1975 A new test for multivariate normality. Zbl 1087.62070 Székely, Gábor J.; Rizzo, Maria L. 84 2005 Recent advances in functional data analysis and high-dimensional statistics. Zbl 1415.62043 Aneiros, Germán; Cao, Ricardo; Fraiman, Ricardo; Genest, Christian; Vieu, Philippe 84 2019 On the simplified pair-copula construction – simply useful or too simplistic? Zbl 1184.62079 Haff, Ingrid Hobæk; Aas, Kjersti; Frigessi, Arnoldo 84 2010 Prediction of multivariate time series by autoregressive model fitting. Zbl 0579.62085 Lewis, Richard; Reinsel, Gregory C. 83 1985 A new approach to the BHEP tests for multivariate normality. Zbl 0874.62043 Henze, Nobert; Wagner, Thorsten 81 1997 Sparse graphical models for exploring gene expression data. Zbl 1047.62104 Dobra, Adrian; Hans, Chris; Jones, Beatrix; Nevins, Joseph R.; Yao, Guang; West, Mike 81 2004 Strong representations of the survival function estimator for truncated and censored data with applications. Zbl 0809.62027 Gijbels, Irène; Wang, Jane-Ling 80 1993 Consistent nonparametric multiple regression: the fixed design case. Zbl 0637.62044 Georgiev, Alexander A. 80 1988 An identity for the Wishart distribution with applications. Zbl 0423.62036 Haff, L. R. 80 1979 Stochastic comparisons of order statistics from heterogeneous populations, with applications in reliability. Zbl 0346.60058 Proschan, F.; Sethuraman, J. 79 1976 Nonparametric time series prediction: A semi-functional partial linear modeling. Zbl 1133.62075 Aneiros-Pérez, Germán; Vieu, Philippe 78 2008 The Frechet distance between multivariate normal distributions. Zbl 0501.62038 Dowson, D. C.; Landau, B. V. 78 1982 Quantum stochastic calculus and quantum nonlinear filtering. Zbl 0762.60059 Belavkin, Viacheslav P. 78 1992 A multivariate skew normal distribution. Zbl 1036.62043 Gupta, Arjun K.; González-Farías, Graciela; Domínguez-Molina, J. Armando 78 2004 Strong consistency of least squares estimates in multiple regression II. Zbl 0416.62051 Lai, T. L.; Robbins, Herbert; Wei, C. Z. 78 1979 Compactly supported correlation functions. Zbl 1011.60015 Gneiting, Tilmann 78 2002 Local linear estimation in partly linear models. Zbl 0883.62041 Hamilton, Scott A.; Truong, Young K. 77 1997 The distance correlation \(t\)-test of independence in high dimension. Zbl 1277.62128 Székely, Gábor J.; Rizzo, Maria L. 76 2013 Tails of multivariate Archimedean copulas. Zbl 1165.62038 Charpentier, Arthur; Segers, Johan 75 2009 The singular values and vectors of low rank perturbations of large rectangular random matrices. Zbl 1252.15039 Benaych-Georges, Florent; Nadakuditi, Raj Rao 75 2012 Robust parameter estimation with a small bias against heavy contamination. Zbl 1169.62010 Fujisawa, Hironori; Eguchi, Shinto 75 2008 Two-sample test statistics for measuring discrepancies between two multivariate probability density functions using kernel-based density estimates. Zbl 0798.62055 Anderson, Niall H.; Hall, Peter; Titterington, D. M. 74 1994 Bivariate generalized exponential distribution. Zbl 1169.62046 Kundu, Debasis; Gupta, Rameshwar D. 74 2009 Estimation of a semiparametric varying-coefficient partially linear errors-in-variables model. Zbl 1085.62043 You, Jinhong; Chen, Gemai 74 2006 Extensions of results of Komlós, Major, and Tusnády to the multivariate case. Zbl 0676.60038 Einmahl, Uwe 73 1989 The complete mixability and convex minimization problems with monotone marginal densities. Zbl 1229.60019 Wang, Bin; Wang, Ruodu 72 2011 Empirical likelihood confidence intervals for linear regression coefficients. Zbl 0796.62040 Chen, Song Xi 71 1994 Limiting spectral distribution for a class of random matrices. Zbl 0614.62060 Yin, Y. Q. 71 1986 Factor copula models for multivariate data. Zbl 1280.62070 Krupskii, Pavel; Joe, Harry 71 2013 Empirical likelihood for single-index models. Zbl 1099.62045 Xue, Liu-Gen; Zhu, Lixing 71 2006 Exponential inequalities for sums of random vectors. Zbl 0346.60001 Yurinskii, V. V. 71 1976 Tail order and intermediate tail dependence of multivariate copulas. Zbl 1221.62079 Hua, Lei; Joe, Harry 70 2011 A test for the mean vector with fewer observations than the dimension under non-normality. Zbl 1154.62046 Srivastava, Muni S. 69 2009 A characterization of random variables with minimum \(L^ 2\)-distance. Zbl 0688.62034 Rüschendorf, L.; Rachev, S. T. 69 1990 Optimal choice of sample fraction in extreme-value estimation. Zbl 0797.62016 Dekkers, Arnold L. M.; de Haan, Laurens 67 1993 Bivariate distributions with given extreme value attractor. Zbl 0978.62043 Capéraà, Philippe; Fougères, Anne-Laure; Genest, Christian 67 2000 Stochastic representations and probabilistic characteristics of multivariate skew-elliptical distributions. Zbl 07783449 Yin, Chuancun; Balakrishnan, Narayanaswamy 3 2024 Flexible nonlinear inference and change-point testing of high-dimensional spectral density matrices. Zbl 07783454 Steland, Ansgar 2 2024 Supermodular and directionally convex comparison results for general factor models. Zbl 07823261 Ansari, Jonathan; Rüschendorf, Ludger 2 2024 Quantifying directed dependence via dimension reduction. Zbl 07823263 Fuchs, Sebastian 2 2024 A proper scoring rule for minimum information bivariate copulas. Zbl 07823268 Chen, Yici; Sei, Tomonari 2 2024 The skewness of mean-variance normal mixtures. 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Zbl 07740030 Prus, Maryna 1 2023 Exact simulation of continuous max-id processes with applications to exchangeable max-id sequences. Zbl 1520.60001 Brück, Florian 1 2023 Conditional independence testing via weighted partial copulas. Zbl 1520.62036 Bianchi, Pascal; Elgui, Kevin; Portier, François 1 2023 Nonparametric estimation of conditional marginal excess moments. Zbl 1520.62041 Goegebeur, Yuri; Guillou, Armelle; Ho, Nguyen Khanh Le; Qin, Jing 1 2023 Generating MCMC proposals by randomly rotating the regular simplex. Zbl 1520.65003 Holbrook, Andrew J. 1 2023 On the asymptotic distribution of the maximum sample spectral coherence of Gaussian time series in the high dimensional regime. Zbl 1520.62116 Loubaton, Philippe; Rosuel, Alexis; Vallet, Pascal 1 2023 Weighted shrinkage estimators of normal mean matrices and dominance properties. 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Zbl 1520.62047 Valeriano, Katherine A. L.; Galarza, Christian E.; Matos, Larissa A.; Lachos, Victor H. 1 2023 Semiparametric penalized quadratic inference functions for longitudinal data in ultra-high dimensions. Zbl 1520.62021 Green, Brittany; Lian, Heng; Yu, Yan; Zu, Tianhai 1 2023 Uniform limit theorems for a class of conditional \(Z\)-estimators when covariates are functions. Zbl 1520.62014 Bouzebda, Salim; Chaouch, Mohamed 12 2022 On functional data analysis and related topics. Zbl 1520.62420 Aneiros, Germán; Horová, Ivana; Hušková, Marie; Vieu, Philippe 11 2022 Unifying compactly supported and Matérn covariance functions in spatial statistics. Zbl 1493.62286 Bevilacqua, Moreno; Caamaño-Carrillo, Christian; Porcu, Emilio 10 2022 Asymptotic and bootstrap tests for subspace dimension. Zbl 1493.62317 Nordhausen, Klaus; Oja, Hannu; Tyler, David E. 9 2022 An overview on the progeny of the skew-normal family – a personal perspective. Zbl 1493.62269 Azzalini, Adelchi 8 2022 Variable selection in functional regression models: a review. Zbl 1493.62293 Aneiros, Germán; Novo, Silvia; Vieu, Philippe 8 2022 Measuring dependence between random vectors via optimal transport. Zbl 1493.62359 Mordant, Gilles; Segers, Johan 8 2022 Moments of the doubly truncated selection elliptical distributions with emphasis on the unified multivariate skew-\(t\) distribution. Zbl 1520.62049 Galarza, Christian E.; Matos, Larissa A.; Castro, Luis M.; Lachos, Victor H. 8 2022 Graph-valued regression: prediction of unlabelled networks in a non-Euclidean graph space. Zbl 1520.62100 Calissano, Anna; Feragen, Aasa; Vantini, Simone 7 2022 From multivariate to functional data analysis: fundamentals, recent developments, and emerging areas. Zbl 1493.62643 Li, Yehua; Qiu, Yumou; Xu, Yuhang 7 2022 Matrix differential calculus with applications in the multivariate linear model and its diagnostics. Zbl 1519.26005 Liu, Shuangzhe; Leiva, Víctor; Zhuang, Dan; Ma, Tiefeng; Figueroa-Zúñiga, Jorge I. 7 2022 An overview of tests on high-dimensional means. Zbl 1493.62342 Huang, Yuan; Li, Changcheng; Li, Runze; Yang, Songshan 6 2022 A symmetric matrix-variate normal local approximation for the Wishart distribution and some applications. Zbl 1520.62051 Ouimet, Frédéric 6 2022 Minimax and pointwise sequential changepoint detection and identification for general stochastic models. Zbl 1520.62101 Pergamenchtchikov, Serguei M.; Tartakovsky, Alexander G.; Spivak, Valentin S. 5 2022 Order selection for regression-based hidden Markov model. Zbl 1520.62103 Lin, Yiqi; Song, Xinyuan 5 2022 Statistical analysis of multivariate discrete-valued time series. Zbl 1482.62090 Fokianos, Konstantinos; Fried, Roland; Kharin, Yuriy; Voloshko, Valeriy 5 2022 An overview of skew distributions in model-based clustering. Zbl 1493.62389 Lee, Sharon X.; McLachlan, Geoffrey J. 5 2022 Data driven orthogonal basis selection for functional data analysis. Zbl 1520.62421 Basna, Rani; Nassar, Hiba; Podgórski, Krzysztof 5 2022 Change point analysis of covariance functions: a weighted cumulative sum approach. Zbl 1493.62309 Horváth, Lajos; Rice, Gregory; Zhao, Yuqian 5 2022 On projection methods for functional time series forecasting. Zbl 1520.62425 Elías, Antonio; Jiménez, Raúl; Shang, Han Lin 5 2022 On attainability of Kendall’s tau matrices and concordance signatures. Zbl 1493.62358 McNeil, Alexander J.; Nešlehová, Johanna G.; Smith, Andrew D. 4 2022 Edge statistics of large dimensional deformed rectangular matrices. Zbl 1498.60031 Ding, Xiucai; Yang, Fan 4 2022 Asymptotic properties of Dirichlet kernel density estimators. Zbl 1480.62102 Ouimet, Frédéric; Tolosana-Delgado, Raimon 4 2022 Change-point problems for multivariate time series using pseudo-observations. Zbl 1480.62087 Nasri, Bouchra R.; Rémillard, Bruno N.; Bahraoui, Tarik 4 2022 A slice of multivariate dimension reduction. Zbl 1493.62366 Cook, R. Dennis 4 2022 A 50-year personal journey through time with principal component analysis. Zbl 1493.62373 Jolliffe, Ian 4 2022 Recent advances in shrinkage-based high-dimensional inference. Zbl 1493.62298 Bodnar, Olha; Bodnar, Taras; Parolya, Nestor 4 2022 Advanced topics in sliced inverse regression. Zbl 1493.62306 Girard, Stéphane; Lorenzo, Hadrien; Saracco, Jérôme 4 2022 On simultaneous best linear unbiased prediction of future order statistics and associated properties. Zbl 1493.62250 Balakrishnan, Narayanaswamy; Bhattacharya, Ritwik 4 2022 Conformal prediction bands for multivariate functional data. Zbl 1520.62424 Diquigiovanni, Jacopo; Fontana, Matteo; Vantini, Simone 4 2022 Reproducible learning in large-scale graphical models. Zbl 1520.62076 Zhou, Jia; Li, Yang; Zheng, Zemin; Li, Daoji 4 2022 Inference in functional linear quantile regression. Zbl 1493.62343 Li, Meng; Wang, Kehui; Maity, Arnab; Staicu, Ana-Maria 3 2022 The beta-mixture shrinkage prior for sparse covariances with near-minimax posterior convergence rate. Zbl 1520.62054 Lee, Kyoungjae; Jo, Seongil; Lee, Jaeyong 3 2022 Closed-form and bias-corrected estimators for the bivariate gamma distribution. Zbl 1493.62329 Zhao, Jun; Jang, Yu-Hyeong; Kim, Hyoung-Moon 3 2022 Duality for real and multivariate exponential families. Zbl 1493.62273 Letac, Gérard 3 2022 On the usage of joint diagonalization in multivariate statistics. Zbl 1493.62318 Nordhausen, Klaus; Ruiz-Gazen, Anne 3 2022 Nonparametric spectral methods for multivariate spatial and spatial-temporal data. Zbl 1480.62097 Guinness, Joseph 3 2022 Three kinds of discrete approximations of statistical multivariate distributions and their applications. Zbl 1493.62326 Yang, Jun; He, Ping; Fang, Kai-Tai 3 2022 Some first inferential tools for spatial regression with differential regularization. Zbl 1520.62020 Ferraccioli, Federico; Sangalli, Laura M.; Finos, Livio 3 2022 Biclustering analysis of functionals via penalized fusion. Zbl 1493.62381 Fang, Kuangnan; Chen, Yuanxing; Ma, Shuangge; Zhang, Qingzhao 3 2022 Functional ANOVA based on empirical characteristic functionals. Zbl 1493.62341 Hlávka, Zdeněk; Hlubinka, Daniel; Koňasová, Kateřina 3 2022 Edfitorial: Special issue on functional data analysis and related fields. Zbl 1521.00023 3 2022 ...and 1549 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 25,831 Authors 212 Balakrishnan, Narayanaswamy 114 Zhu, Lixing 110 Wang, Xuejun 98 Nadarajah, Saralees 90 Van Keilegom, Ingrid 89 Lian, Heng 82 Bouzebda, Salim 82 Gupta, Arjun Kumar 81 Kubokawa, Tatsuya 80 Liang, Hanying 79 Bai, Zhi-Dong 79 Genton, Marc G. 75 Zhang, Riquan 74 Dette, Holger 73 Zhou, Yong 72 Zhang, Jun 71 Hall, Peter Gavin 71 Hallin, Marc 71 Lachos Dávila, Víctor Hugo 71 Papageorgiou, Nikolaos S. 71 Pardo, Leandro 71 Xue, Liugen 70 Arellano-Valle, Reinaldo Boris 70 Hashorva, Enkelejd 70 Vieu, Philippe 67 Genest, Christian 66 Meintanis, Simos George 64 Laksaci, Ali 64 Strawderman, William Edward 61 Horváth, Lajos 61 Mesiar, Radko 61 Navarro, Jorge 61 Yang, Hu 60 Boente, Graciela 60 You, Jinhong 58 Wang, Qihua 57 Arashi, Mohammad 57 Li, Xiaohu 57 Zhao, Peng 56 Durante, Fabrizio 56 Fujikoshi, Yasunori 56 von Rosen, Dietrich 55 Cui, Hengjian 55 González-Manteiga, Wenceslao 55 Paindaveine, Davy 54 Lee, Sangyeol 54 Porcu, Emilio 53 Jamalizadeh, Ahad 51 Huang, Zhensheng 51 Kokoszka, Piotr S. 50 De Baets, Bernard 50 Joe, Harry 50 Segers, Johan 49 Dey, Dipak Kumar 49 Girard, Stéphane 49 Härdle, Wolfgang Karl 49 Hu, Shuhe 49 Li, Gaorong 49 Peng, Liang 49 Tian, Yongge 48 Liang, Hua 48 Lin, Tsung I. 48 Wu, Yi 48 Zhu, Zhongyi 47 Gijbels, Irène 47 Hu, Taizhong 47 Richards, Donald St. P. 46 Bodnar, Taras 46 Kundu, Debasis 46 Sun, Jianguo 46 Zhao, Yichuan 45 Ghosh, Malay 45 Shang, Han Lin 44 Guillou, Armelle 44 Hušková, Marie 44 Úbeda-Flores, Manuel 44 Zhang, Li-Xin 43 Ould-Saïd, Elias 42 Bolfarine, Heleno 42 Czado, Claudia 42 de Uña-Álvarez, Jacobo 42 Fan, Guoliang 42 Fan, Jianqing 42 Morales, Domingo 41 Fraiman, Ricardo 41 Ogasawara, Haruhiko 40 Li, Qi 40 Srivastava, Muni Shanker 40 Wang, Ruodu 39 Díaz-García, José Antonio 39 Li, Runze 39 Nourdin, Ivan 39 Oja, Hannu 39 Rychlik, Tomasz 39 Shen, Pao-Sheng 38 Fernández-Sánchez, Juan 38 Jiménez-Gamero, María Dolores 38 Nešlehová, Johanna G. 38 Ruiz-Medina, María Dolores 38 Rüschendorf, Ludger ...and 25,731 more Authors all top 5 Cited in 859 Journals 2,788 Journal of Multivariate Analysis 1,606 Communications in Statistics. 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