Kniha Regression And Time Series Model Selection Allan D R McQuarrie

Regression And Time Series Model Selection

Jazyk: Angličtina
Väzba: Pevná
Dostupnosť: Čaká sa dotlač
Termín neznámy
192.90
Describes procedures for selecting a model from a large set of competing statistical models. The tex...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
1998
Stránok
480
EAN
9789810232429
ISBN
981023242X
Enbook ID
02119913
Hmotnosť
776
Rozmery
162 x 226 x 31

Kompletný popis

Describes procedures for selecting a model from a large set of competing statistical models. The text includes: model-selection techniques for univariate and multivariate regression models; univariate and multivariate autoregressive models; nonparametric (including wavelets) and semi-parametric models; and quasi-likelihood and robust regression models. Information-based model-selection criteria are discussed, and small-sample and asymptotic properties are presented. The book also provides examples and large-scale simulation studies comparing the performances of information-based model-selection criteria, bootstrapping and cross-validation selection methods over a range of models.

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