Application of model-based clustering algorithm to Covid-19 vaccine data

Basit Öğe Kaydı
dc.contributor.authorBağdatlı Kalkan, Seda
dc.contributor.authorDeniz Başar, Özlem
dc.date.accessioned2023-02-23T11:42:44Z
dc.date.available2023-02-23T11:42:44Z
dc.date.issued2022en_US
dc.departmentFakülteler, İnsan ve Toplum Bilimleri Fakültesi, İstatistik Bölümüen_US
dc.description.abstractIn Covid-19 pandemic, countries have developed various policies to get over this period with minimum damage. These policies have been updated and are still being updated at each stage of the pandemic to maximize benefit to the society. Vaccination policies of countries have become crucial after vaccine was developed. Some inequalities such as opportunity of developed countries and inability of other countries to access vaccine and anti-vaccination are considerable hinders to prevent spread of the pandemic. We used Covid-19 data to cluster European Union Countries, Candidate Countries and Potential Candidate Countries. At the first stage of the study, optimum algorithm was determined with use of internal and stability validation indexes for clustering of countries. At the second stage of the study, model algorithm was applied and it was determined that there are 20 countries in the first cluster and 14 countries in the second cluster.en_US
dc.identifier.doi10.17654/0973514322024en_US
dc.identifier.endpage154en_US
dc.identifier.issue2en_US
dc.identifier.startpage141en_US
dc.identifier.urihttps://hdl.handle.net/11467/6305
dc.identifier.urihttps://doi.org/10.17654/0973514322024
dc.identifier.volume21en_US
dc.identifier.wosWOS:000863448100001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherPushpa Publishing Houseen_US
dc.relation.ispartofJP Journal of Biostatisticsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectCovid-19 data, validation measures, k-means clustering, model-based clusteringen_US
dc.titleApplication of model-based clustering algorithm to Covid-19 vaccine dataen_US
dc.typeArticleen_US

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
Küçük Resim
İsim:
0973514322024 (1).pdf
Boyut:
233.56 KB
Biçim:
Adobe Portable Document Format
Açıklama:
İndir
Lisans paketi
Listeleniyor 1 - 1 / 1
Küçük Resim Yok
İsim:
license.txt
Boyut:
1.56 KB
Biçim:
Item-specific license agreed upon to submission
Açıklama:
İndir

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu