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.

《統(tǒng)計與計算》是一份雙月刊的同行評審期刊，發(fā)表涵蓋統(tǒng)計學和計算科學之間各個領域的論文。

特別是，它涉及統(tǒng)計概念在計算機科學中的應用，例如在機器學習、計算機視覺和數(shù)據(jù)分析中的應用，以及計算機在數(shù)據(jù)建模、預測和分析中的應用。涵蓋的具體主題包括：評估分析上難以解決的問題的技術，例如引導重采樣、馬爾可夫鏈蒙特卡羅、序貫蒙特卡羅、近似貝葉斯計算、搜索和優(yōu)化方法、隨機模擬和蒙特卡羅、圖形、計算機環(huán)境、軟件錯誤的統(tǒng)計方法、信息檢索、機器學習、數(shù)據(jù)庫統(tǒng)計和數(shù)據(jù)庫技術、海量數(shù)據(jù)集和大數(shù)據(jù)分析、計算機代數(shù)、圖形模型、圖像處理、斷層掃描、逆問題和不確定性量化。

此外，該期刊還包含原創(chuàng)研究報告、權威評論論文、討論論文以及關于特定主題或相關會議論文集的偶爾特刊。 《統(tǒng)計與計算》還出版書評和軟件評論部分。

Statistics And Computing創(chuàng)刊于1991年，由Springer US出版商出版，收稿方向涵蓋數(shù)學 - 計算機：理論方法全領域，此刊是該細分領域中屬于非常不錯的SCI期刊，在行業(yè)細分領域中學術影響力較大，專業(yè)度認可很高，所以對原創(chuàng)文章要求創(chuàng)新性較高，如果您的文章質量很高，可以嘗試。平均審稿速度 較慢,6-12周 ，影響因子指數(shù)1.6，該期刊近期沒有被列入國際期刊預警名單，廣大學者值得一試。