Statistics And Computing

雜志介紹

Statistics And Computing雜志介紹

《Statistics And Computing》是一本以English為主的未開放獲取國際優(yōu)秀期刊，中文名稱統(tǒng)計與計算，本刊主要出版、報道數(shù)學-COMPUTER SCIENCE, THEORY & METHODS領域的研究動態(tài)以及在該領域取得的各方面的經驗和科研成果，介紹該領域有關本專業(yè)的最新進展，探討行業(yè)發(fā)展的思路和方法，以促進學術信息交流，提高行業(yè)發(fā)展。該刊已被國際權威數(shù)據(jù)庫SCIE收錄，為該領域相關學科的發(fā)展起到了良好的推動作用，也得到了本專業(yè)人員的廣泛認可。該刊最新影響因子為1.6，最新CiteScore 指數(shù)為3.2。

本刊近期中國學者發(fā)表的論文主要有：

• Sparse logistic functional principal component analysis for binary data

  Author: Zhong, Rou; Liu, Shishi; Li, Haocheng; Zhang, Jingxiao

• Truncated Poisson-Dirichlet approximation for Dirichlet process hierarchical models

  Author: Zhang, Junyi; Dassios, Angelos

• Model-free global likelihood subsampling for massive data

  Author: Yi, Si-Yu; Zhou, Yong-Dao

• Automatic search intervals for the smoothing parameter in penalized splines

  Author: Li, Zheyuan; Cao, Jiguo

英文介紹

Statistics And Computing雜志英文介紹

Statistics and Computing is a bi-monthly refereed journal which publishes papers covering the range of the interface between the statistical and computing sciences.

In particular, it addresses the use of statistical concepts in computing science, for example in machine learning, computer vision and data analytics, as well as the use of computers in data modelling, prediction and analysis. Specific topics which are covered include: techniques for evaluating analytically intractable problems such as bootstrap resampling, Markov chain Monte Carlo, sequential Monte Carlo, approximate Bayesian computation, search and optimization methods, stochastic simulation and Monte Carlo, graphics, computer environments, statistical approaches to software errors, information retrieval, machine learning, statistics of databases and database technology, huge data sets and big data analytics, computer algebra, graphical models, image processing, tomography, inverse problems and uncertainty quantification.

In addition, the journal contains original research reports, authoritative review papers, discussed papers, and occasional special issues on particular topics or carrying proceedings of relevant conferences. Statistics and Computing also publishes book review and software review sections.