000 01701cam a2200301 i 4500
942 _cBK
999 _c547
_d547
001 17939650
003 OSt
005 20250420134815.0
008 131113s2014 flua b 001 0 eng
010 _a 2013045575
020 _a9781439878859 (hardback)
040 _aDLC
_beng
_erda
_cKCST
050 0 0 _aQA276.4
_b.W45 2014
082 0 0 _a519.5028551
_223
_bWe Fo
100 1 _aWeihs, Claus,
_eauthor.
_94886
245 1 0 _aFoundations of statistical algorithms :
_bwith reference to R packages /
_cClaus Weihs, Olaf Mersmann, Uwe Ligges.
260 _aBoca Raton :
_bCRC Press,
_c2014.
300 _axxv, 473 pages :
_billustrations ;
_c24 cm
490 0 _aChapman & Hall/CRC computational science series
504 _aIncludes bibliographical references (pages 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."--
_cProvided by publisher.
650 0 _aStatistics
_xData processing.
_94887
650 0 _aAlgorithms.
_9430
700 1 _aMersmann, Olaf,
_eauthor.
_94888
700 1 _aLigges, Uwe,
_eauthor.
_94889
942 _2ddc