Statistics for spatial functional data: some recent contributions
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Other documents of the author: Delicado, Pedro; Giraldo, Ramón; Comas Rodríguez, Carlos; Mateu, Jorge
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Show full item recordcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7037
comunitat-uji-handle3:10234/8635
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http://dx.doi.org/10.1002/env.1003 |
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Title
Statistics for spatial functional data: some recent contributionsDate
2010Publisher
John Wiley & Sons, Ltd.ISSN
1180-4009Bibliographic citation
Environmetrics Special Issue: Spatio-Temporal Stochastic Modelling: Environmental and Health Processes (2010) 21, 3-4, p. 224-239Type
info:eu-repo/semantics/articlePublisher version
http://onlinelibrary.wiley.com/doi/10.1002/env.1003/abstractVersion
info:eu-repo/semantics/publishedVersionSubject
Abstract
Functional data analysis (FDA) is a relatively new branch in statistics. Experiments where a complete function is observed for each individual give rise to functional data. In this work we focus on the case of functional ... [+]
Functional data analysis (FDA) is a relatively new branch in statistics. Experiments where a complete function is observed for each individual give rise to functional data. In this work we focus on the case of functional data presenting spatial dependence. The three classic types of spatial data structures (geostatistical data, point patterns, and areal data) can be combined with functional data as it is shown in the examples of each situation provided here. We also review some contributions in the literature on spatial functional data. [-]
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Copyright © 2009 John Wiley & Sons, Ltd
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- MAT_Articles [745]