Computer intensive methods in statistics / Silvelyn Zwanzig and Behrang Mahjani.

By:

Zwanzig, Silvelyn [author.]

Contributor(s):

Mahjani, Behrang [author.]

Material type: Text

TextPublisher: Boca Raton, Florida : CRC Press, 2020Description: xiii, 212 pages : illustrations ; 24 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9780367194239

Subject(s):

Mathematical statistics -- Data processing

DDC classification:

519.50285 Z9c 23

LOC classification:

QA276.4 .Z93 2020

Contents:

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

Summary: "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"-- Provided by publisher.

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Holdings
Item type	Current library	Shelving location	Call number	Copy number	Status	Barcode
Books	Main Library	Circulation Section	CIR 519.50285 Z9c 2020 (Browse shelf(Opens below))	1-6	Available	025279
Books	Main Library	Circulation Section	CIR 519.50285 Z9c 2020 (Browse shelf(Opens below))	2-6	Available	026177
Books	Main Library	Circulation Section	CIR 519.50285 Z9c 2020 (Browse shelf(Opens below))	3-6	Available	028574
Books	Main Library	Circulation Section	CIR 519.50285 Z9c 2020 (Browse shelf(Opens below))	4-6	Available	029693
Books	Main Library	Circulation Section	CIR 519.50285 Z9c 2020 (Browse shelf(Opens below))	5-6	Available	030162
Books	Main Library	Circulation Section	CIR 519.50285 Z9c 2020 (Browse shelf(Opens below))	6-6	Available	030682

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"-- Provided by publisher.

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