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dc.contributor.authorGenton, Marc G.
dc.contributor.authorCastruccio, Stefano
dc.contributor.authorCrippa, Paola
dc.contributor.authorDutta, Subhajit
dc.contributor.authorHuser, Raphaël
dc.contributor.authorSun, Ying
dc.contributor.authorVettori, Sabrina
dc.date.accessioned2015-05-06T13:28:43Z
dc.date.available2015-05-06T13:28:43Z
dc.date.issued2015-04-14
dc.identifier.citationVisuanimation in statistics 2015, 4 (1):81 Stat
dc.identifier.issn20491573
dc.identifier.doi10.1002/sta4.77
dc.identifier.urihttp://hdl.handle.net/10754/552384
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.
dc.publisherWiley
dc.relation.urlhttp://doi.wiley.com/10.1002/sta4.77
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.
dc.subjectanimation
dc.subjectclassification
dc.subjectextremes
dc.subjectfunctional data
dc.subjectspatio-temporal data
dc.subjectvisualization
dc.titleVisuanimation in statistics
dc.typeArticle
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
dc.contributor.departmentEntrepreneurship Center
dc.contributor.departmentEnvironmental Statistics Group
dc.contributor.departmentPhysical Science and Engineering (PSE) Division
dc.contributor.departmentSpatio-Temporal Statistics and Data Analysis Group
dc.contributor.departmentStatistics Program
dc.identifier.journalStat
dc.eprint.versionPost-print
kaust.personGenton, Marc G.
kaust.personCastruccio, Stefano
kaust.personCrippa, Paola
kaust.personDutta, Subhajit
kaust.personSun, Ying
kaust.personHuser, Raphaël
kaust.personVettori, Sabrina
refterms.dateFOA2016-04-14T00:00:00Z
dc.date.published-online2015-04-14
dc.date.published-print2015-02


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