Foundations of statistical algorithms : with reference to R packages / Claus Weihs, Olaf Mersmann, Uwe Ligges.

By:

Weihs, Claus [author.]

Contributor(s):

Material type: Text

TextSeries: Chapman & Hall/CRC computational science series | CRC computational science seriesPublisher: Boca Raton : CRC Press, Taylor & Francis Group, 2014Description: xxv, 473 pages : illustrations ; 24 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9781439878859

Subject(s):

LOC classification:

kpm QA276.4 .W419 2014

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."-- Provided by publisher.

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Holdings
Item type	Current library	Call number	Status	Date due	Barcode
Books - Printed	PERPUSTAKAAN GUNASAMA HAB PENDIDIKAN TINGGI PAGOH	kpm QA276.4 .W419 2014 (Browse shelf(Opens below))	Available		SF0002069

"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."-- Provided by publisher.

Includes bibliographical references (pages 449-465) and index.

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