Nonparametric Functional Data Analysis: Theory and Practice (Paperback) (ISBN-13: 9781441921413)

This book links two fields of modern statistics by explaining how functional data can be studied through parameter-free statistical ideas. This book starts from theoretical foundations including functional nonparametric modelling, description of the mathematical framework, construction of the statistical methods, and statements of their asymptotic behaviors. It proceeds to computational issues including R and S-PLUS routines.

Author: Fr馘駻ic Ferraty, Philippe Vieu
ISBN-10: 1441921419
ISBN-13: 9781441921413
Publisher: Springer
Language: English
Published: 11/24/2010
Pages: 260
Format: Paperback
Weight: 0.88lbs
Size: 9.21h x 6.14w x 0.59d