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Dependence in Probability and Statistics

Jezik AngleščinaAngleščina
Knjiga Mehka
Knjiga Dependence in Probability and Statistics Paul Doukhan
Koda Libristo: 01656160
This volume provides an account on recent works on weakly dependent, long memory and multifractal pr... Celoten opis
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This volume provides an account on recent works on weakly dependent, long memory and multifractal processes. It introduces new dependence measures for studying complex stochastic systems. Others topics include the statistical theory for bootstrap and permutation statistics for infinite variance processes, the dependence structure of max-stable processes, and the statistical properties of spectral estimators of the long memory parameter. The asymptotic behavior of Fejér graph integrals and their use for proving central limit theorems for tapered estimators are investigated. New multifractal processes are introduced, and their multifractal properties are analysed. Wavelets-based methods are used for studying multifractal processes with different multiresolution quantities, and for detecting changes in the variance of random processes. Linear regression models with long range dependent errors are studied, as well as the issue of detection of changes in their parameters.

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O knjigi

Polni naslov Dependence in Probability and Statistics
Jezik Angleščina
Vezava Knjiga - Mehka
Datum izida 2010
Število strani 205
EAN 9783642141034
ISBN 364214103X
Koda Libristo 01656160
Teža 720
Mere 155 x 235 x 15
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