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ISRN Probability and Statistics
Article . 2012 . Peer-reviewed
License: CC BY
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ISRN Probability and Statistics
Article
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zbMATH Open
Article . 2012
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https://dx.doi.org/10.5402/201...
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Dependent Functional Data

Dependent functional data
descriptionPublicationkeyboard_double_arrow_right Article 16 Oct 2012 English Publisher:WileyJournal:ISRN Probability and Statistics, volume 2,012, pages 1-30 (eissn: 2090-472X, Copyright policy )
Authors: Kokoszka, Piotr;

doi: 10.5402/2012/958254

Dependent Functional Data

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.

Related Organizations
Keywords

Biology and other natural sciences, Statistics, Game theory, economics, finance, and other social and behavioral sciences

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 15
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
15
Top 10%
Top 10%
Average
gold