Statistical Algorithms by Rajan Chattamvelli (Hardback, 2011)

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STATISTICAL ALGORITHMS integrates up-to-date theoretical and algorithmic aspects of statistics under one roof. The chapter on matrix algorithms summarises a large number of useful results. Algorithms for the most popular discrete and continuous statistical distributions appear in chapters 9 and 10.