Journal of Multivariate Analysis

Title Publication Date Language Citations
High breakdown estimators for principal components: the projection-pursuit approach revisited2005/07/01English156
Consistent Estimation Under Random Censorship When Covariables Are Present1993/04/01English153
Robust estimation of Cronbach's alpha2006/08/01English151
Analysis of the Limiting Spectral Distribution of Large Dimensional Random Matrices1995/08/01English149
Construction of asymmetric multivariate copulas2008/11/01English149
The Probability that a Random Real Gaussian Matrix haskReal Eigenvalues, Related Distributions, and the Circular Law1997/02/01English148
Generating random correlation matrices based on partial correlations2006/11/01English146
Compactly Supported Correlation Functions2002/11/01English145
Principled sure independence screening for Cox models with ultra-high-dimensional covariates2012/02/01English144
Reliability and expectation bounds for coherent systems with exchangeable components2007/01/01English139
Single-index quantile regression2010/08/01English131
Successive direction extraction for estimating the central subspace in a multiple-index regression2008/09/01English130
Testing for equality between two copulas2009/03/01English130
Log-linear Poisson autoregression2011/03/01English129
Robust parameter estimation with a small bias against heavy contamination2008/10/01English128
A Characterization of Quasi-copulas1999/05/01English127
On Parameters of Increasing Dimensions2000/04/01English123
Maximum likelihood estimation for multivariate skew normal mixture models2009/02/01English123
The singular values and vectors of low rank perturbations of large rectangular random matrices2012/10/01English122
Spectrum estimation: A unified framework for covariance matrix estimation and PCA in large dimensions2015/07/01English121
Factor copula models for multivariate data2013/09/01English120
The complete mixability and convex minimization problems with monotone marginal densities2011/11/01English113
Nonparametric time series prediction: A semi-functional partial linear modeling2008/05/01English112
Simplified pair copula constructions—Limitations and extensions2013/08/01English112
Constraints on concordance measures in bivariate discrete data2005/03/01English110
Two-Sample Test Statistics for Measuring Discrepancies Between Two Multivariate Probability Density Functions Using Kernel-Based Density Estimates1994/07/01English110
Empirical Likelihood for Partially Linear Models2000/01/01English109
Bivariate Tensor-Product B-Splines in a Partly Linear Model1996/08/01English108
Relations among univariate aging, bivariate aging and dependence for exchangeable lifetimes2005/04/01English105
Recent advances in functional data analysis and high-dimensional statistics2019/03/01English105