Nonparametric Functional Data Analysis Theory and Practice /

• Main Authors: Ferraty, Frédéric (Author), Vieu, Philippe (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2006.
• Series: Springer Series in Statistics,
• Subjects: Mathematics.; Earth sciences.; Mathematical statistics.; Probabilities.; Statistics.; Environmental sciences.; Econometrics.; Probability Theory and Stochastic Processes.; Statistical Theory and Methods.; Math. Appl. in Environmental Science.; Earth Sciences, general.; Probability and Statistics in Computer Science.

Modern apparatuses allow us to collect samples of functional data, mainly curves but also images. On the other hand, nonparametric statistics produces useful tools for standard data exploration. This book links these two fields of modern statistics by explaining how functional data can be studied th...