《統計與計算》是一份雙月刊的參考期刊,發表有關統計與計算科學之間聯系的論文。雜志包括技術評估分析棘手的問題,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算法,搜索和優化方法,隨機模擬和蒙特卡洛,圖形,計算機環境中,統計方法的軟件錯誤,信息檢索、機器學習、統計數據庫和數據庫技術,巨大的數據集和大數據分析,計算機代數,圖形模型,圖像處理,斷層攝影,反演問題和不確定性量化。
Statistics and Computing is a bi-monthly refereed journal that publishes papers covering the interface between the statistical and computing sciences.The journal includes 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.
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