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Computer Intensive Methods in Statistics

Autor Silvelyn Zwanzig, Behrang Mahjani
en Limba Engleză Paperback – 2 dec 2019
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.
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Specificații

ISBN-13: 9780367194239
ISBN-10: 0367194236
Pagini: 226
Dimensiuni: 155 x 234 x 13 mm
Greutate: 0.32 kg
Editura: Taylor & Francis