Local Polynomial Modelling and its Applications

✍ Scribed by J. Fan, I. Gijbels (auth.)

Publisher: Springer US
Year: 1996
Tongue: English
Leaves: 354
Series: Monographs on Statistics and Applied Probability 66
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Content:
Front Matter....Pages i-xv
Introduction....Pages 1-12
Overview of existing methods....Pages 13-56
Framework for local polynomial regression....Pages 57-107
Automatic determination of model complexity....Pages 109-158
Applications of local polynomial modelling....Pages 159-216
Applications in nonlinear time series....Pages 217-261
Local polynomial regression for multivariate data....Pages 263-306
Back Matter....Pages 307-341

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