Statistics and big data: different perspectives

Nunes, Sandra; Oliveira, Teresa; Oliveira, Amilcar

Publication

Statistics and big data: different perspectives

2020-11-24Conference object

datacite.subject.sdg	08:Trabalho Digno e Crescimento Económico	pt_PT
dc.contributor.author	Nunes, Sandra
dc.contributor.author	Oliveira, Teresa
dc.contributor.author	Oliveira, Amilcar
dc.date.accessioned	2023-07-31T11:01:32Z
dc.date.available	2023-07-31T11:01:32Z
dc.date.issued	2020-11-24
dc.description.abstract	Big Data has become the new slang in the world of information collection and analysis. The researches we conduct and the data we collect continue to grow, due to rapidly expansion of technology. Disciplines such as Computer Science, Engineering, and Statistics play a key role in the analysis of big data, each with its specificity but all equally important, an opinion that is not shared by all, being the Statistic considered the weakest link. This work attempts to show that Statistics have a distinct and essential role in this new world of Big Data, showing that Statistics and Big Data denote a crucial union. We will start with a brief introduction to Big Data and the several existing definitions.	pt_PT
dc.description.version	info:eu-repo/semantics/publishedVersion	pt_PT
dc.identifier.doi	10.1063/5.0026847	pt_PT
dc.identifier.uri	http://hdl.handle.net/10400.2/14664
dc.language.iso	eng	pt_PT
dc.peerreviewed	yes	pt_PT
dc.publisher	AIP Publishing	pt_PT
dc.relation	Centre of Statistics and its Applications
dc.relation	Center for Mathematics and Applications
dc.rights.uri	http://creativecommons.org/licenses/by/4.0/	pt_PT
dc.title	Statistics and big data: different perspectives	pt_PT
dc.type	conference object
dspace.entity.type	Publication
oaire.awardTitle	Centre of Statistics and its Applications
oaire.awardTitle	Center for Mathematics and Applications
oaire.awardURI	info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UID%2FMAT%2F00006%2F2013/PT
oaire.awardURI	info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UID%2FMAT%2F00297%2F2013/PT
oaire.citation.conferencePlace	Rodes	pt_PT
oaire.citation.title	ICNAAM-2019. Proceedings of the International Conference on Numerical Analysis and Applied Mathematics	pt_PT
oaire.citation.volume	2293	pt_PT
oaire.fundingStream	6817 - DCRRNI ID
oaire.fundingStream	6817 - DCRRNI ID
person.familyName	Oliveira
person.familyName	Oliveira
person.givenName	Teresa A.
person.givenName	Amilcar
person.identifier	1155497
person.identifier.ciencia-id	8814-A54B-12DE
person.identifier.ciencia-id	7110-61B4-B87F
person.identifier.orcid	0000-0003-3283-9946
person.identifier.orcid	0000-0001-5500-7742
person.identifier.rid	J-3077-2019
person.identifier.scopus-author-id	54403540300
person.identifier.scopus-author-id	55675222550
project.funder.identifier	http://doi.org/10.13039/501100001871
project.funder.identifier	http://doi.org/10.13039/501100001871
project.funder.name	Fundação para a Ciência e a Tecnologia
project.funder.name	Fundação para a Ciência e a Tecnologia
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rcaap.type	conferenceObject	pt_PT
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