Visuanimation in statistics

Handle URI:
http://hdl.handle.net/10754/552384
Title:
Visuanimation in statistics
Authors:
Genton, Marc G. ( 0000-0001-6467-2998 ) ; Castruccio, Stefano; Crippa, Paola; Dutta, Subhajit; Huser, Raphaël ( 0000-0002-1228-2071 ) ; Sun, Ying ( 0000-0001-6703-4270 ) ; Vettori, Sabrina
Abstract:
This paper explores the use of visualization through animations, coined visuanimation, in the field of statistics. In particular, it illustrates the embedding of animations in the paper itself and the storage of larger movies in the online supplemental material. We present results from statistics research projects using a variety of visuanimations, ranging from exploratory data analysis of image data sets to spatio-temporal extreme event modelling; these include a multiscale analysis of classification methods, the study of the effects of a simulated explosive volcanic eruption and an emulation of climate model output. This paper serves as an illustration of visuanimation for future publications in Stat. Copyright © 2015 John Wiley & Sons, Ltd.
KAUST Department:
Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
Citation:
Visuanimation in statistics 2015, 4 (1):81 Stat
Publisher:
Wiley-Blackwell
Journal:
Stat
Issue Date:
14-Apr-2015
DOI:
10.1002/sta4.77
Type:
Article
ISSN:
20491573
Additional Links:
http://doi.wiley.com/10.1002/sta4.77
Appears in Collections:
Articles; Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

Full metadata record

DC FieldValue Language
dc.contributor.authorGenton, Marc G.en
dc.contributor.authorCastruccio, Stefanoen
dc.contributor.authorCrippa, Paolaen
dc.contributor.authorDutta, Subhajiten
dc.contributor.authorHuser, Raphaëlen
dc.contributor.authorSun, Yingen
dc.contributor.authorVettori, Sabrinaen
dc.date.accessioned2015-05-06T13:28:43Zen
dc.date.available2015-05-06T13:28:43Zen
dc.date.issued2015-04-14en
dc.identifier.citationVisuanimation in statistics 2015, 4 (1):81 Staten
dc.identifier.issn20491573en
dc.identifier.doi10.1002/sta4.77en
dc.identifier.urihttp://hdl.handle.net/10754/552384en
dc.description.abstractThis paper explores the use of visualization through animations, coined visuanimation, in the field of statistics. In particular, it illustrates the embedding of animations in the paper itself and the storage of larger movies in the online supplemental material. We present results from statistics research projects using a variety of visuanimations, ranging from exploratory data analysis of image data sets to spatio-temporal extreme event modelling; these include a multiscale analysis of classification methods, the study of the effects of a simulated explosive volcanic eruption and an emulation of climate model output. This paper serves as an illustration of visuanimation for future publications in Stat. Copyright © 2015 John Wiley & Sons, Ltd.en
dc.publisherWiley-Blackwellen
dc.relation.urlhttp://doi.wiley.com/10.1002/sta4.77en
dc.rightsThis is the peer reviewed version of the following article: Genton, M. G., Castruccio, S., Crippa, P., Dutta, S., Huser, R., Sun, Y., and Vettori, S. (2015), Visuanimation in statistics. STAT, 4, pages 81–96, doi: 10.1002/sta4.77, which has been published in final form at http://doi.wiley.com/10.1002/sta4.77. This article may be used for non-commercial purposes in accordance With Wiley Terms and Conditions for self-archiving.en
dc.subjectanimationen
dc.subjectclassificationen
dc.subjectextremesen
dc.subjectfunctional dataen
dc.subjectspatio-temporal dataen
dc.subjectvisualizationen
dc.titleVisuanimation in statisticsen
dc.typeArticleen
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Divisionen
dc.identifier.journalStaten
dc.eprint.versionPost-printen
kaust.authorGenton, Marc G.en
kaust.authorCastruccio, Stefanoen
kaust.authorCrippa, Paolaen
kaust.authorDutta, Subhajiten
kaust.authorSun, Yingen
kaust.authorHuser, Raphaëlen
kaust.authorVettori, Sabrinaen
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