Statistics And Computing

Journal Title：Statistics And Computing

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.

《统计与计算》是一份双月刊的同行评审期刊，发表涵盖统计学和计算科学之间各个领域的论文。

特别是，它涉及统计概念在计算机科学中的应用，例如在机器学习、计算机视觉和数据分析中的应用，以及计算机在数据建模、预测和分析中的应用。涵盖的具体主题包括：评估分析上难以解决的问题的技术，例如引导重采样、马尔可夫链蒙特卡罗、序贯蒙特卡罗、近似贝叶斯计算、搜索和优化方法、随机模拟和蒙特卡罗、图形、计算机环境、软件错误的统计方法、信息检索、机器学习、数据库统计和数据库技术、海量数据集和大数据分析、计算机代数、图形模型、图像处理、断层扫描、逆问题和不确定性量化。

此外，该期刊还包含原创研究报告、权威评论论文、讨论论文以及关于特定主题或相关会议论文集的偶尔特刊。 《统计与计算》还出版书评和软件评论部分。

Statistics And Computing创刊于1991年，由Springer US出版商出版，收稿方向涵盖数学 - 计算机：理论方法全领域，此刊是中等级别的SCI期刊，所以过审相对来讲不是特别难，但是该刊专业认可度不错，仍然是一本值得选择的SCI期刊 。平均审稿速度较慢,6-12周，影响因子指数1.8，该期刊近期没有被列入国际期刊预警名单，广大学者值得一试。