Computer Intensive Methods in Statistics

1st Edition

Silvelyn Zwanzig, Behrang Mahjani

Chapman and Hall/CRC
December 13, 2019 Forthcoming
Textbook - 215 Pages
ISBN 9780367194239 - CAT# K417734

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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.

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