Factor analysis approach to classify COVID-19 datasets in several regions
Mohammad Reza Mahmoudi, Dumitru Bǎleanu, Shahab S. Band, Amir Mosavi
Abstract
The aim of this research is to investigate the relationships between the counts of cases with Covid-19 and the deaths due to it in seven countries that are severely affected from this pandemic disease. First, the Pearson's correlation is used to determine the relationships among these countries. Then, the factor analysis is applied to categorize these countries based on their relationships.
Topics & Concepts
Coronavirus disease 2019 (COVID-19)CategorizationPandemic2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)StatisticsCorrelationEconometricsDiseaseMedicineComputer scienceMathematicsVirologyArtificial intelligenceInternal medicineInfectious disease (medical specialty)GeometryOutbreakCOVID-19 epidemiological studiesCOVID-19 diagnosis using AIAnomaly Detection Techniques and Applications