Journal of Multivariate Analysis

Papers
(The H4-Index of Journal of Multivariate Analysis is 16. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-10-01 to 2025-10-01.)
ArticleCitations
Parametric dependence between random vectors via copula-based divergence measures49
Editorial Board28
Exponential bounds for regularized Hotelling’s T2 statistic in high dimension24
Editorial Board24
Diagnostic checking of periodic vector autoregressive time series models with dependent errors23
Estimation of multivariate asymmetric power GARCH models21
On singular values of large dimensional lag-τ sample auto-correlatio20
Targeted principal components regression19
Nonparametric goodness-of-fit testing for a continuous multivariate parametric model18
Estimation of spatial autoregressive models with covariate measurement errors18
Distributed estimation in heterogeneous reduced rank regression: With application to order determination in sufficient dimension reduction18
Partially functional linear quantile regression model and variable selection with censoring indicators MAR17
Level set and density estimation on manifolds17
Nonparametric testing for the specification of spatial trend functions17
Minimax estimation of the mode of functional data17
Testing equality of spectral density operators for functional processes16
Ordinal pattern dependence and multivariate measures of dependence16
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