Recent Advances in Computational Statistics, 2nd Edition
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Computational and Applied Mathematics".
Deadline for manuscript submissions: 30 November 2024 | Viewed by 106
Special Issue Editors
Interests: bayesian statistics; computational statistics; mixture models; variable selection
Special Issues, Collections and Topics in MDPI journals
Interests: bayesian statistics; computational statistics; high-dimensional inference; statsitical machine learning
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
I am pleased to announce a Special Issue on “Recent Advances in Computational Statistics”. Nowadays, with the rapid development of computing facilities, computational statistics has been widely used for data analysis in a broad range of fields, such as actuarial science, biometrics, biomedical engineering, econometrics, environmental science, and finance markets. This Special Issue will emphasize the contribution and influence of computing on statistics and will present a collection of the latest developments in computational statistics, with a focus on statistical computing, algorithm, data analysis, machine learning, parallel computing, and simulation. Topics include, but are not limited to, new developments in the following:
- Advanced statistical analysis with data applications;
- Bayesian computing algorithms;
- Computational and statistical models;
- Computational methods of modeling and simulating real-world problems (e.g., the COVID-19 epidemic);
- Data mining and pattern recognition methods;
- Parametric and nonparametric machine learning algorithms;
- Statistical software development.
I look forward to receiving your submissions.
Dr. Liucang Wu
Dr. Min Wang
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
- computational statistics
- data analytics
- statistical methodology
Related Special Issue
- Recent Advances in Computational Statistics in Mathematics (15 articles)
Planned Papers
The below list represents only planned manuscripts. Some of these manuscripts have not been received by the Editorial Office yet. Papers submitted to MDPI journals are subject to peer-review.
