Jianqing Fan, Irene Gijbels

Local Polynomial Modelling and Its Applications

Monographs on Statistics and Applied Probability 66

• Gebundenes Buch

Produktbeschreibung

This text looks at data-analytic approaches to regression problems arising from many scientific disciplines. The aim of these methods is to relax assumptions on the form of a regression function and to let data search for a suitable function. The available data is also described.

Produktdetails

• Chapman & Hall/CRC Monographs on Statistics & Applied Probability
• Verlag: Taylor & Francis Ltd
• Seitenzahl: 358
• Erscheinungstermin: 1. März 1996
• Englisch
• Abmessung: 225mm x 143mm x 21mm
• Gewicht: 640g
• ISBN-13: 9780412983214
• ISBN-10: 0412983214
• Artikelnr.: 21650952

Autorenporträt

Jianqing Fan

Inhaltsangabe

Preface
l. Introduction
2. Overview of existing methods
3. Framework for local polynomial regression
4. Automatic determination of model complexity
5. Applications of local polynomial modelling
6. Applications in nonlinear time series
7. Local polynomial regression for multivariate data
References
Author index
Subject index