
Statistical computing : : Existing methods and recent developments / Debasis Kundu, Ayanendranath Basu (editor)
Tác giả : Debasis Kundu, Ayanendranath Basu (editor)
Nhà xuất bản : Alpha Science international Ltd.
Năm xuất bản : 2004
Nơi xuất bản : Harrow ( U.K.)
Mô tả vật lý : 410p. ; 24cm.
ISBN : 1842652028
Số phân loại : 519.50285
Chủ đề : 1. Toán thống kê -- Tổ chức dữ liệu. 2. Mathematical statistics -- Data processing. 3. Thống kê tin học. 4. Toán thống kê.
Thông tin chi tiết
Tóm tắt : | Statistical Computing: Existing Methods and Recent Developments attempts to provide a state of the art account of existing methods and recent developments in the so called new field of Statistical Computing. Fourteen different chapters deal with a wide range of topics. This includes introductory topics such as the basic numerical analysis methods, random number generation, graphical techniques used in statistical data analysis and other areas. It also covers the more specialized techniques such as the EM algorithm, genetic algorithms, nonparametric smoothing techniques, resampling methods, and artificial neural network models, to name a few. In addition, the volume also deals with the computational issues involved in the analysis of mixture models, adaptive designs, weighted distributions, and statistical signal processing, topics which are unlikely to be covered in a standard text on Statistical Computing |
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https://lrcopac.ctu.edu.vn/pages/opac/wpid-detailbib-id-128968.html |