Journal of Multivariate Analysis

Papers
(The H4-Index of Journal of Multivariate Analysis is 14. 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 2020-11-01 to 2024-11-01.)
ArticleCitations
Dimensionality reduction for binary data through the projection of natural parameters50
Approximating smooth functions by deep neural networks with sigmoid activation function34
A 50-year personal journey through time with principal component analysis32
The consistency and asymptotic normality of the kernel type expectile regression estimator for functional data28
Sequential estimation of Spearman rank correlation using Hermite series estimators24
Uniform limit theorems for a class of conditional Z-estimators when co22
Unifying compactly supported and Matérn covariance functions in spatial statistics18
A non-recursive formula for various moments of the multivariate normal distribution with sectional truncation17
A note on the regularity of optimal-transport-based center-outward distribution and quantile functions16
Statistical analysis of multivariate discrete-valued time series16
Renewal type bootstrap for increasing degree U-process of a Markov chain16
An overview on the progeny of the skew-normal family— A personal perspective16
Shrinkage estimation of large covariance matrices: Keep it simple, statistician?15
Measuring dependence between random vectors via optimal transport14
Matrix differential calculus with applications in the multivariate linear model and its diagnostics14
Variable selection in functional regression models: A review14
On functional data analysis and related topics14
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