Special Issue "Symmetry in Statistics and Data Science"
Deadline for manuscript submissions: 31 August 2022.
Interests: mathematical statistics; applied statistics; data analysis; probability; applied probability; analytic inequalities
Special Issues and Collections in MDPI journals
Symmetry is a central notion in statistics and data science, appearing in various forms in artificial intelligence, data analysis, distribution theory, modeling, networks, nonparametric estimation, parametric estimation, high dimensional data, statistical tests, as well as in many other branches of modern interest.
The objective of this Special Issue is to publish highly motivated, original, and innovative research articles that use the notion of symmetry on current topics in statistics and data science.
The scope includes but is not limited to the following topics:
- Artificial intelligence;
- Bayes methods;
- Data analysis;
- Dimension reduction and variable selection;
- Distribution theory;
- Inference with high-dimensional data;
- Inference of stochastic processes;
- Machine learning;
- Nonparametric function estimation;
- Sample surveys;
- Statistical algorithms;
- Statistical methods for imaging;
- Time series analysis.
Dr. Christophe Chesneau
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 papers will be 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. Symmetry is an international peer-reviewed open access monthly 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 1800 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.