书目名称 | Computational Aspects of Model Choice | 编辑 | Jaromír Antoch | 视频video | http://file.papertrans.cn/233/232119/232119.mp4 | 丛书名称 | Contributions to Statistics | 图书封面 |  | 描述 | Although no-one is, probably, too enthused about the idea, it is a fact that the development of most empirical sciences to a great extend depends of the development of data analysis methods and techniques, which, due to the necessity of applications of computers for that pur pose, actually means that it practically depends on the advancements and orientation of computational statistics. This volume contains complete texts of the lectures held during the Summer School on "Computational Aspects of Model Choice" orga nized jointly by Charles University, Prague, and International Associa tion for Statistical Computing (IASC) on July 1-14, 1991, in Prague. Main aims of the Summer School were to review and analyse some of the recent developments concerning computational aspects of the model choice as well as their theoretical background. The topics covers the problems of the change point detection, robust estimation and its computational aspects, classification using binary trees, stochastic ap proximation and optimization including the discussion about available software, computational aspects of graphical model selection and mul tiple hypotheses testing. The bridge between these d | 出版日期 | Conference proceedings 1993 | 关键词 | Hypothese; Statistical Computing; Stochastic Approximation; optimization; stochastic optimization | 版次 | 1 | doi | https://doi.org/10.1007/978-3-642-99766-2 | isbn_softcover | 978-3-7908-0652-6 | isbn_ebook | 978-3-642-99766-2Series ISSN 1431-1968 Series E-ISSN 2628-8966 | issn_series | 1431-1968 | copyright | Physica-Verlag Heidelberg 1993 |
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