---
title: "Journal of Multivariate Analysis: 23 papers, last 30 days"
description: "Journal of Multivariate Analysis published 23 papers in the last 30 days (2026-10-01 to 2026-10-30), ranking #40 of 392 journals."
url: https://scholar4ai.com/journals/journal-of-multivariate-analysis
markdown_url: https://scholar4ai.com/journals/journal-of-multivariate-analysis.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Journal of Multivariate Analysis published 23 papers in the last 30 days (2026-10-01 to 2026-10-30), ranking #40 of 392 journals."
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-30T12:46:54+09:00
window: 2026-10-01 to 2026-10-30
source: OpenAlex (CC0)
---

# Journal of Multivariate Analysis

- 0 papers in the last 7 days
- category: Statistics
- publisher: Elsevier BV
- ISSN 0047-259X

Back to the ranking: https://scholar4ai.com/rankings/journals.md

## Key findings

- Journal of Multivariate Analysis published 23 papers in the last 30 days (2026-10-01 to 2026-10-30), ranking #40 of 392 journals.
- Leading institutions: Politecnico di Milano (4), Universidade de Santiago de Compostela (3) and University of Turin (3).
- Countries: Spain (6), Italy (6) and Czechia (4).
- From Oct 2023 to Sep 2026, Journal of Multivariate Analysis published 345 papers (10 a month on average, by publication date in OpenAlex).
- Its most frequent keywords over that period were “high-dimensional data” (38), “asymptotic normality” (29) and “convergence rate” (23).
- Its most-cited paper of the period is “Quantifying directed dependence via dimension reduction” (2023-11-30), with 18 citations.
- Since October 2016, its most-cited paper is “Recent advances in functional data analysis and high-dimensional statistics” (2018-12-03), with 164 citations.

## The last 36 months

*Papers by publication date, Oct 2023 to Sep 2026*

| Oct 23–Sep 24 | Oct 24–Sep 25 | Oct 25–Sep 26 | 36 months |
|---:|---:|---:|---:|
| 99 | 93 | 153 | 345 |

*Most frequent keywords, Oct 2023 to Sep 2026*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | high-dimensional data | 38 |
| 2 | asymptotic normality | 29 |
| 3 | convergence rate | 23 |
| 4 | asymptotic properties | 22 |
| 5 | dimensionality reduction | 22 |
| 6 | consistency | 19 |
| 7 | asymptotic distribution | 18 |
| 8 | copulas | 17 |
| 9 | feature selection | 15 |
| 10 | independence testing | 10 |

*Most-cited papers published Oct 2023 to Sep 2026*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 18 | 0.5 | [Quantifying directed dependence via dimension reduction](https://doi.org/10.1016/j.jmva.2023.105266) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2023-11-30 | Sebastian Fuchs |
| 2 | 16 | 0.5 | [Copula modeling from Abe Sklar to the present day](https://doi.org/10.1016/j.jmva.2023.105278) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2023-11-29 | Christian Genest, Ostap Okhrin, Taras Bodnar |
| 3 | 14 | 0.7 | [Classification using global and local Mahalanobis distances](https://doi.org/10.1016/j.jmva.2025.105417) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2025-01-24 | Annesha Ghosh, Anil Kumar Ghosh, Rita SahaRay et al. |
| 4 | 14 | 0.7 | [A review of multivariate permutation tests: Findings and trends](https://doi.org/10.1016/j.jmva.2025.105421) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2025-02-05 | Rosa Arboretti, Elena Barzizza, Nicolò Biasetton et al. |
| 5 | 13 | 0.5 | [Grouped feature screening for ultrahigh-dimensional classification via Gini distance correlation](https://doi.org/10.1016/j.jmva.2024.105360) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2024-08-17 | Yongli Sang, Xin Dang |

## Most-cited since October 2016

*The journal's most-cited papers published since October 2016*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 164 | 1.7 | [Recent advances in functional data analysis and high-dimensional statistics](https://doi.org/10.1016/j.jmva.2018.11.007) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2018-12-03 | Germán Aneiros, Ricardo Cao, Ricardo Fraiman et al. |
| 2 | 117 | 1.6 | [Dimensionality reduction for binary data through the projection of natural parameters](https://doi.org/10.1016/j.jmva.2020.104668) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2020-08-19 | Andrew J. Landgraf, Yoonkyung Lee |
| 3 | 93 | 0.9 | [Angle-based joint and individual variation explained](https://doi.org/10.1016/j.jmva.2018.03.008) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2018-03-24 | Qing Feng, Meilei Jiang, Jan Hannig et al. |
| 4 | 82 | 1.1 | [Approximating smooth functions by deep neural networks with sigmoid activation function](https://doi.org/10.1016/j.jmva.2020.104696) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2020-11-10 | Sophie Langer |
| 5 | 81 | 0.7 | [Data-driven k NN estimation in nonparametric functional data analysis](https://doi.org/10.1016/j.jmva.2016.09.016) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2016-10-12 | Lydia-Zaitri Kara, Ali Laksaci, Mustapha Rachdi et al. |
| 6 | 79 | 0.7 | [Permuting longitudinal data in spite of the dependencies](https://doi.org/10.1016/j.jmva.2016.10.004) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2016-10-25 | Sarah Friedrich, Edgar Brunner, Markus Pauly |
| 7 | 76 | 0.6 | [The empirical beta copula](https://doi.org/10.1016/j.jmva.2016.11.010) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2016-12-01 | Johan Segers, Masaaki Sibuya, Hideatsu Tsukahara |
| 8 | 75 | 0.7 | [MATS: Inference for potentially singular and heteroscedastic MANOVA](https://doi.org/10.1016/j.jmva.2017.12.008) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2017-12-27 | Sarah Friedrich, Markus Pauly |
| 9 | 72 | 0.7 | [High-dimensional functional time series forecasting: An application to age-specific mortality rates](https://doi.org/10.1016/j.jmva.2018.10.003) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2018-10-09 | Yuan Gao, Han Lin Shang, Yanrong Yang |
| 10 | 72 | 0.8 | [Model selection in sparse high-dimensional vine copula models with an application to portfolio risk](https://doi.org/10.1016/j.jmva.2019.03.004) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | 2019-03-18 | Thomas Nagler, Christian Bumann, Claudia Czado |

*Papers, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-22 | [Testing the goodness-of-fit of a functional autoregressive model](https://doi.org/10.1016/j.jmva.2026.105726) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Wenceslao González–Manteiga, M. D. Ruiz‐Medina, M. Febrero–Bande | Universidade de Santiago de Compostela; Universidad de Granada |
| 2026-10-18 | [Multivariate linear models with measurement errors in both responses and covariates](https://doi.org/10.1016/j.jmva.2026.105732) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Li‐Pang Chen | National Chengchi University |
| 2026-10-17 | [An explicit expression for the expectation of a product of quadratic forms in multivariate normal random variables](https://doi.org/10.1016/j.jmva.2026.105731) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Raymond Kan, Jiening Pan | University of Toronto; Hong Kong University of Science and Technology; Nankai University |
| 2026-10-14 | [Interpretable functional linear regression via local sparsity promoting penalty](https://doi.org/10.1016/j.jmva.2026.105729) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Marco Stefanucci, Mauro Bernardi, Antonio Canale | University of Rome Tor Vergata; University of Padua; University of Edinburgh |
| 2026-10-14 | [Testing the equality of parameters in fixed and increasing dimension](https://doi.org/10.1016/j.jmva.2026.105730) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | M. Romero-Madroñal, M. Remedios Sillero‐Denamiel, M. D. Jiménez–Gamero | Universidad de Sevilla |
| 2026-10-14 | [Increasing domain asymptotics for covariate-based nonparametric Bayesian intensity estimation with Gaussian and Besov–Laplace priors](https://doi.org/10.1016/j.jmva.2026.105715) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Patric Dolmeta, Matteo Giordano | University of Turin |
| 2026-10-14 | [Projection depth for functional data: Theoretical properties](https://doi.org/10.1016/j.jmva.2026.105711) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Filip Bočinec, Stanislav Nagy, Hyemin Yeon | Charles University; George Mason University |
| 2026-10-14 | [Long range dependence spectral testing from discretely observed functional time series in manifolds](https://doi.org/10.1016/j.jmva.2026.105725) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | M. D. Ruiz‐Medina, Rosa M. Crujeiras | Universidad de Granada; Universidade de Santiago de Compostela |
| 2026-10-12 | [Functional linear expected shortfall regression model](https://doi.org/10.1016/j.jmva.2026.105723) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Wenhui Xuan, Ping Yu, Yafei Wang et al. | Shanxi Normal University; University of Alberta |
| 2026-10-12 | [Modeling spatio-temporal smoothness using nonlinear differential operators](https://doi.org/10.1016/j.jmva.2026.105728) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Aldo Clemente, Alessando Palummo, Eleonora Arnone et al. | Politecnico di Milano; University of Turin; University of Cambridge; … |
| 2026-10-11 | [Penalized spline M-estimators for discretely sampled functional data: Existence and asymptotics](https://doi.org/10.1016/j.jmva.2026.105716) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Ioannis Kalogridis | University of Glasgow |
| 2026-10-10 | [Local inference for functional data on manifold domains using permutation tests](https://doi.org/10.1016/j.jmva.2026.105719) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Niels Lundtorp Olsen, Alessia Pini, Simone Vantini | Technical University of Denmark; Università Cattolica del Sacro Cuore; Politecnico di Milano |
| 2026-10-09 | [Modeling continuous glucose monitoring curves by Beta generalized nonparametric models](https://doi.org/10.1016/j.jmva.2026.105710) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Nihan Acar‐Denizli, Pedro Delicado | Universitat Politècnica de Catalunya |
| 2026-10-09 | [Change-point detection procedures for sequentially observed panel data](https://doi.org/10.1016/j.jmva.2026.105720) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Marie Hušková, Charl Pretorius | Charles University; North-West University |
| 2026-10-09 | [Voronoi Depth for functional data over non-convex multidimensional supports](https://doi.org/10.1016/j.jmva.2026.105727) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Michele Cavazzutti, Alessando Palummo, Eleonora Arnone et al. | Politecnico di Milano; University of Turin; King Abdullah University of Science and Technology |
| 2026-10-09 | [A functional linear model of coregionalization for fully non-stationary spatial random fields](https://doi.org/10.1016/j.jmva.2026.105717) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Giacomo De Carlo, Riccardo Scimone, Alessandra Menafoglio | Politecnico di Milano |
| 2026-10-09 | [Time reversibility testing for stochastic processes](https://doi.org/10.1016/j.jmva.2026.105721) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Daniel Hlubinka, Hedvika Ranošová | Charles University |
| 2026-10-09 | [Kernel-based independence and mean independence tests for weakly dependent data](https://doi.org/10.1016/j.jmva.2026.105714) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Daniel Diz-Castro, Manuel Febrero–Bande, Wenceslao González–Manteiga | Universidade de Santiago de Compostela |
| 2026-10-09 | [ROC curve analysis for functional markers](https://doi.org/10.1016/j.jmva.2026.105718) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Ana M. Bianco, Graciela Boente, Juan Carlos Pardo–Fernández | Consejo Nacional de Investigaciones Científicas y Técnicas; Universidad de Buenos Aires; Universidade de Vigo |
| 2026-10-09 | [Kernel partial least squares regression for functional nonlinear models](https://doi.org/10.1016/j.jmva.2026.105724) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Rou Zhong, Dongxue Wang, Jingxiao Zhang et al. | Capital Medical University; Beijing Anding Hospital; Renmin University of China |
| 2026-10-08 | [Dimension reduction of multivariate densities in Bayes spaces](https://doi.org/10.1016/j.jmva.2026.105713) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Adéla Czolková, Karel Hron, Sonja Greven | Palacký University Olomouc; Humboldt-Universität zu Berlin |
| 2026-10-08 | [Interpretable additive model for analyzing high-dimensional functional time series](https://doi.org/10.1016/j.jmva.2026.105722) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Haixu Wang, Tianyu Guan, Han Lin Shang | University of Calgary; York University; Macquarie University |
| 2026-10-07 | [Statistical description and dimension reduction of continuous time categorical trajectories with multivariate functional principal components](https://doi.org/10.1016/j.jmva.2026.105712) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Hervé Cardot, Caroline Peltier | Centre National de la Recherche Scientifique; Institut de Mathématiques de Bourgogne; Université Bourgogne Europe; … |

## Cite this page

Scholar4AI. (2026). Journal of Multivariate Analysis. Journal Research Rankings. Retrieved October 30, 2026, from https://scholar4ai.com/journals/journal-of-multivariate-analysis

```bibtex
@misc{scholar4ai-journals-journal-of-multivariate-analysis,
  author = {{Scholar4AI}},
  title = {Journal of Multivariate Analysis},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/journals/journal-of-multivariate-analysis}},
  urldate = {2026-10-30},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).