Statistics And Computing

杂志介绍

Statistics And Computing杂志介绍

《Statistics And Computing》是一本以English为主的未开放获取国际优秀期刊，中文名称统计与计算，本刊主要出版、报道数学-COMPUTER SCIENCE, THEORY & METHODS领域的研究动态以及在该领域取得的各方面的经验和科研成果，介绍该领域有关本专业的最新进展，探讨行业发展的思路和方法，以促进学术信息交流，提高行业发展。该刊已被国际权威数据库SCIE收录，为该领域相关学科的发展起到了良好的推动作用，也得到了本专业人员的广泛认可。该刊最新影响因子为1.6，最新CiteScore 指数为3.2。

本刊近期中国学者发表的论文主要有：

• 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

英文介绍

Statistics And Computing杂志英文介绍

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.