Local Regression and Likelihood

Clive Loader

(0)

Donner la première évaluation

Smoothing methods play an important role in many areas of statistics. This book explains how to implement these methods in several...

Prix bas

CHF170.40

Impression sur demande - l'exemplaire sera recherché pour vous.

Couverture cartonnée

Description

Smoothing methods play an important role in many areas of statistics. This book explains how to implement these methods in several popular statistical programs including S-PLUS.

Contenu
The Origins of Local Regression.- Local Regression Methods.- Fitting with LOCFIT.- Local Likelihood Estimation.- Density Estimation.- Flexible Local Regression.- Survival and Failure Time Analysis.- Discrimination and Classification.- Variance Estimation and Goodness of Fit.- Bandwidth Selection.- Adaptive Parameter Choice.- Computational Methods.- Optimizing Local Regression.