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Foundations of statistical algorithm...

Ligges, Uwe.

Foundations of statistical algorithms :with reference to R packages /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Foundations of statistical algorithms :Claus Weihs, Olaf Mersmann, Uwe Ligges.
其他題名:	with reference to R packages /
作者:	Weihs, Claus.
其他作者:	Mersmann, Olaf.
出版者:	Boca Raton :CRC Press,c2014.
面頁冊數:	xxv, 473 p. :ill. ;24 cm.
標題:	StatisticsData processing.
ISBN:	9781439878859 (hbk.) :

Foundations of statistical algorithms :with reference to R packages /
Weihs, Claus.

Foundations of statistical algorithms :with reference to R packages /Claus Weihs, Olaf Mersmann, Uwe Ligges. - Boca Raton :CRC Press,c2014. - xxv, 473 p. :ill. ;24 cm. - Chapman & Hall/CRC computer science and data analysis series.

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

"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."--

ISBN: 9781439878859 (hbk.) :NT$1746

LCCN: 2013045575Subjects--Topical Terms:

183693
Statistics
--Data processing.

LC Class. No.: QA276.4 / .W45 2014

Dewey Class. No.: 519.50285/51

Foundations of statistical algorithms :with reference to R packages /
LDR:01502cam a2200241 a 4500 001 427287
003 DLC
005 20140620121955.0
008 140917s2014 flua b 001 0 eng
010 $a 2013045575
020 $a 9781439878859 (hbk.) : $c NT$1746
020 $a 1439878854 (hbk.)
035 $a 2013045575
040 $a DLC $b eng $c DLC $d DLC
042 $a pcc
050 0 0 $a QA276.4 $b .W45 2014
082 0 0 $a 519.50285/51 $2 23
084 $a MAT029000 $2 bisacsh
100 1 $a Weihs, Claus. $3 256048
245 1 0 $a Foundations of statistical algorithms : $b with reference to R packages / $c Claus Weihs, Olaf Mersmann, Uwe Ligges.
260 $a Boca Raton : $b CRC Press, $c c2014.
300 $a xxv, 473 p. : $b ill. ; $c 24 cm.
490 0 $a Chapman & Hall/CRC computer science and data analysis series
504 $a Includes bibliographical references (p. 449-465) and index.
520 $a "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."-- $c Provided by publisher.
650 0 $a Statistics $x Data processing. $3 183693
650 0 $a Algorithms. $3 184661
650 7 $a MATHEMATICS / Probability & Statistics / General. $2 bisacsh $3 603543
700 1 $a Mersmann, Olaf. $3 671262
700 1 $a Ligges, Uwe. $3 671263