Dependent Functional Data. (16th October 2012)

• Record Type: Journal Article
• Authors: Kokoszka, Piotr
• Other Names: D'Urso P. Academic Editor.; Jorgensen P. E. Academic Editor.
• Is Part Of: ISRN probability and statistics. Volume 2012(2012)
• Publication Date: 2012-10-16
• Subjects: Probabilities -- Periodicals; Mathematical statistics -- Periodicals; Mathematical statistics; Probabilities; Electronic journals; Periodicals; 519
• DOI: 10.5402/2012/958254
• Languages: English
• ISSNs: 2090-4711

Abstract

Abstract : This paper reviews recent research on dependent functional data. After providing an introduction to functional data analysis, we focus on two types of dependent functional data structures: time series of curves and spatially distributed curves. We review statistical models, inferential methodology, and possible extensions. The paper is intended to provide a concise introduction to the subject with plentiful references.