Advances in Multivariate Statistical Models: Approaches and Applications for Continuous Data

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "D1: Probability and Statistics".

Deadline for manuscript submissions: 31 October 2025 | Viewed by 42

Special Issue Editors


E-Mail Website
Guest Editor
Department of Statistics, State University of Campinas, Sao Paulo 13083-887, Brazil
Interests: probability and statistics; model with errors in variables; elliptical and skew-elliptical distribution; estimation; diagnosis; asymptotic distribution and estimation of maximum likelihood; lifetime models; Birnbaum–Saunders distribution

E-Mail Website
Guest Editor
Departamento de Estatística, Universidade Federal de Juiz de Fora, Juiz de Fora 36036-900, MG, Brazil
Interests: probability and statistics

Special Issue Information

Dear Colleagues,

Nowadays, multi-dimensional data are increasingly common, raising the need to fit data to multivariate models and justifying the use of multivariate methods. Therefore, we invite original research articles and reviews that address statistical models with multivariate continuous responses (symmetric or asymmetric), with applications to real datasets. Contributions involving their application to high-dimensional data will be especially welcome. Potential contributions can cover a wide range of topics, including parameter estimation and hypothesis testing, multivariate data adjustment techniques, residuals, and diagnostic analysis. The goal in this Special Issue is to bring together the most recent research and practical applications in these areas.

In other words, this Special Issue aims to promote the development of new approaches and fundamental research topics, with applications in various scientific areas, seeking to improve the practices of researchers and practitioners in statistics and related areas by offering more robust and accurate solutions for the analysis of complex data.

Dr. Filidor Edilfonso Vilca-Labra
Dr. Camila Zeller
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Mathematics is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • estimation
  • asymptotic properties
  • goodness of fit
  • multivariate data analysis
  • kurtosis
  • maximum likelihood
  • regression model
  • diagnostic analysis

Benefits of Publishing in a Special Issue

  • Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
  • Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
  • Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
  • External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
  • e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.

Further information on MDPI's Special Issue policies can be found here.

Published Papers

This special issue is now open for submission.
Back to TopTop