Visuanimation in statistics
dc.contributor.author | Genton, Marc G. | |
dc.contributor.author | Castruccio, Stefano | |
dc.contributor.author | Crippa, Paola | |
dc.contributor.author | Dutta, Subhajit | |
dc.contributor.author | Huser, Raphaël | |
dc.contributor.author | Sun, Ying | |
dc.contributor.author | Vettori, Sabrina | |
dc.date.accessioned | 2015-05-06T13:28:43Z | |
dc.date.available | 2015-05-06T13:28:43Z | |
dc.date.issued | 2015-04-14 | |
dc.identifier.citation | Visuanimation in statistics 2015, 4 (1):81 Stat | |
dc.identifier.issn | 20491573 | |
dc.identifier.doi | 10.1002/sta4.77 | |
dc.identifier.uri | http://hdl.handle.net/10754/552384 | |
dc.description.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. | |
dc.publisher | Wiley | |
dc.relation.url | http://doi.wiley.com/10.1002/sta4.77 | |
dc.rights | This 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.subject | animation | |
dc.subject | classification | |
dc.subject | extremes | |
dc.subject | functional data | |
dc.subject | spatio-temporal data | |
dc.subject | visualization | |
dc.title | Visuanimation in statistics | |
dc.type | Article | |
dc.contributor.department | Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division | |
dc.contributor.department | Entrepreneurship Center | |
dc.contributor.department | Environmental Statistics Group | |
dc.contributor.department | Physical Science and Engineering (PSE) Division | |
dc.contributor.department | Spatio-Temporal Statistics and Data Analysis Group | |
dc.contributor.department | Statistics Program | |
dc.identifier.journal | Stat | |
dc.eprint.version | Post-print | |
kaust.person | Genton, Marc G. | |
kaust.person | Castruccio, Stefano | |
kaust.person | Crippa, Paola | |
kaust.person | Dutta, Subhajit | |
kaust.person | Sun, Ying | |
kaust.person | Huser, Raphaël | |
kaust.person | Vettori, Sabrina | |
refterms.dateFOA | 2016-04-14T00:00:00Z | |
dc.date.published-online | 2015-04-14 | |
dc.date.published-print | 2015-02 |
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