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 2021-08-01 to 2025-08-01.)
ArticleCitations
Level set and density estimation on manifolds49
Estimation of multivariate asymmetric power GARCH models34
Minimax estimation of the mode of functional data27
Editorial Board26
Editorial Board23
Exponential bounds for regularized Hotelling’s T2 statistic in high dimension22
Targeted principal components regression22
Testing equality of spectral density operators for functional processes22
Diagnostic checking of periodic vector autoregressive time series models with dependent errors21
Distributed estimation in heterogeneous reduced rank regression: With application to order determination in sufficient dimension reduction20
Nonparametric goodness-of-fit testing for a continuous multivariate parametric model19
Nonparametric testing for the specification of spatial trend functions18
Parametric dependence between random vectors via copula-based divergence measures18
Partially functional linear quantile regression model and variable selection with censoring indicators MAR17
Ordinal pattern dependence and multivariate measures of dependence17
Estimation of spatial autoregressive models with covariate measurement errors17
A uniform kernel trick for high and infinite-dimensional two-sample problems16
On singular values of large dimensional lag-τ sample auto-correlatio16
On projection methods for functional time series forecasting16
On the eigenvectors of large-dimensional sample spatial sign covariance matrices16
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