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Author Weihs, Claus, author.

Title Foundations of statistical algorithms / Claus Weihs, Olaf Mersmann, Uwe Ligges.

Published Boca Raton : CRC Press, [2014]


Location Call No. Status
 UniM ERC  519.5028551 WEIH    DUE 14-07-19
Physical description xxv, 473 pages : illustrations ; 24 cm.
Series Chapman & Hall/CRC computer science and data analysis series
Series in computer science and data analysis.
Bibliography Includes bibliographical references and index.
Summary "Reviewing the historical development of basic algorithms to illuminate the evolution of today's more powerful statistical algorithms, this comprehensive textbook emphasizes recurring themes in all statistical algorithms including computation, assessment and verification, iteration, intuition, randomness, repetition and parallelization, and scalability. Unique in scope, it touches on topics not usually covered in similar books, namely, systematic verification and the scaling of many established techniques to very large databases. Broadly accessible, it offers examples, exercises, and selected solutions in each chapter as well as access to a supplementary website."
Other author Mersmann, Olaf, author.
Ligges, Uwe, author.
Subject Statistics -- Data processing.
ISBN 9781439878859 (hardback)