Computational Statistics & Data Analysis
This special issue belongs to the section "Mathematical Analysis".
Special Issue Information
Dear Colleagues,
The rapid development of modern computer science has made it possible for statisticians to implement computationally intensive statistical methods. Well-designed algorithms are essential for obtaining better solutions to many complicated statistical problems. Statistics is facing more and more challenging computational problems in the era of information and big data. The Special Issue entitled “Computational Statistics and Data Analysis” is inviting prospective mathematicans, statisticians, data analysts, and computer scientists to submit their research to this Special Issue of Axioms. Axioms is an international peer-reviewed open access journal of mathematics, mathematical logic and mathematical physics, published monthly by MDPI. Axioms has high visibility with a cite score of Q1 (algebra and number theory). It is indexed within Scopus, SCIE (Web of Science), dblp, and many other databases.
Dr. Jiajuan Liang
Prof. Dr. Kaitai Fang
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 250 words) can be sent to the Editorial Office for assessment.
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-anonymized peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Axioms 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 2400 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
- parametric and nonparametric inference
- goodness of fit
- representative points
- resampling
- EM algorithm
- Markov Chain Monte Carlo algorithm
- Monte Carlo simulation
- survial data
- financial data
- medical data
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Published Papers
Axioms - ISSN 2075-1680