Journal of Multivariate Analysis

Papers
(The H4-Index of Journal of Multivariate Analysis is 11. 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 2020-04-01 to 2024-04-01.)
ArticleCitations
Dimensionality reduction for binary data through the projection of natural parameters46
Approximating smooth functions by deep neural networks with sigmoid activation function32
A 50-year personal journey through time with principal component analysis24
The consistency and asymptotic normality of the kernel type expectile regression estimator for functional data23
Uniform limit theorems for a class of conditional Z-estimators when co20
Sequential estimation of Spearman rank correlation using Hermite series estimators17
A non-recursive formula for various moments of the multivariate normal distribution with sectional truncation14
An overview on the progeny of the skew-normal family— A personal perspective13
Unifying compactly supported and Matérn covariance functions in spatial statistics13
Generalized Bayesian shrinkage and wavelet estimation of location parameter for spherical distribution under balance-type loss: Minimaxity and admissibility12
Likelihood ratio tests for many groups in high dimensions12
A note on the regularity of optimal-transport-based center-outward distribution and quantile functions11
Nonlinear and additive principal component analysis for functional data11
Shrinkage estimation of large covariance matrices: Keep it simple, statistician?11
Renewal type bootstrap for increasing degree U-process of a Markov chain11
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