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Computer intensive methods in statis...

Mahjani, Behrang,

Computer intensive methods in statistics /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Computer intensive methods in statistics /Silvelyn Zwanzig, Behrang Mahjani.
Author:	Zwanzig, Silvelyn,
other author:	Mahjani, Behrang,
Published:	Boca Raton :CRC Press,c2020.
Description:	xiii, 212 p. :ill. ;25 cm.
Subject:	Mathematical statisticsData processing.
ISBN:	9780367194239 (pbk.) :

Computer intensive methods in statistics /
Zwanzig, Silvelyn,

Computer intensive methods in statistics /Silvelyn Zwanzig, Behrang Mahjani. - Boca Raton :CRC Press,c2020. - xiii, 212 p. :ill. ;25 cm.

Includes bibliographical references and index.

Random variable generation -- Monte Carlo methods -- Bootstrap -- Simulation based methods -- Density estimation -- Nonparametric regression.

"This book gives an overview of statistical methods that have been developed during the last years due to increasing computer use, including random number generators, Monte Carlo methods, Markov Chain Monte Carlo (MCMC) methods, Bootstrap, EM algorithms, SIMEX, variable selection, density estimators, kernel estimators, orthogonal and local polynomial estimators, wavelet estimators, splines, and model assessment. It is written for students at Master's and PhD level"--

ISBN: 9780367194239 (pbk.) :GBP$49.99

Patent No.: cam a2200229 a 450

LCCN: 2019042621Subjects--Topical Terms:

183916
Mathematical statistics
--Data processing.

LC Class. No.: QA276.4 / .Z93 2020

Dewey Class. No.: 519.50285

Computer intensive methods in statistics /
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005 20200203112734.0
008 200908s2020 flua b 001 0 eng
010 $a 2019042621
013 1 0 $a cam a2200229 a 450
020 $a 9780367194239 (pbk.) : $c GBP$49.99
020 $a 9780367194253
020 $z 9780429202322 (ebook)
035 $a 21411664
040 $a LBSOR/DLC $b eng $c DLC
042 $a pcc
050 0 0 $a QA276.4 $b .Z93 2020
082 0 0 $a 519.50285 $2 23
100 1 $a Zwanzig, Silvelyn, $e author. $3 857866
245 1 0 $a Computer intensive methods in statistics / $c Silvelyn Zwanzig, Behrang Mahjani.
260 $a Boca Raton : $b CRC Press, $c c2020.
300 $a xiii, 212 p. : $b ill. ; $c 25 cm.
504 $a Includes bibliographical references and index.
505 0 $a Random variable generation -- Monte Carlo methods -- Bootstrap -- Simulation based methods -- Density estimation -- Nonparametric regression.
520 $a "This book gives an overview of statistical methods that have been developed during the last years due to increasing computer use, including random number generators, Monte Carlo methods, Markov Chain Monte Carlo (MCMC) methods, Bootstrap, EM algorithms, SIMEX, variable selection, density estimators, kernel estimators, orthogonal and local polynomial estimators, wavelet estimators, splines, and model assessment. It is written for students at Master's and PhD level"-- $c Provided by publisher.
650 0 $a Mathematical statistics $x Data processing. $3 183916
700 1 $a Mahjani, Behrang, $e author. $3 857867