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Conference Object(3)
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Communications in Computer and Information Science(2)
Smart Innovation, Systems and Technologies(1)
Brief Review of Functional Data Analysis: A Case Study on Regional Demographic and Economic Data
Conference ObjectAbstract: Functional data analysis (FDA) is an important recent field in statistics that enables us to analyzePalabras claves:CLÚSTER ANALYSIS, Demographic data, functional data analysis, Principal Component AnalysisAutores:Adrián Padilla-Segarra, Isidro Rafael Amaro, Mabel González-Villacorte, Saba Rafael InfanteFuentes:googlescopusAn Exploratory Analysis of COVID-19 in South America: Relationship Between Public Health Damages and Economic Impact in the Region
Conference ObjectAbstract: In the context of the COVID-19 pandemic, in the present work, we will use two main data visualizatioPalabras claves:Biplot first section, Clustering, covid-19, Multivariate statistical analysis, PCa, SARS-COV-2Autores:Génesis Carrillo, Isidro Rafael Amaro, Santiago PozoFuentes:scopusEstimation of the State Space Models: An Application in Macroeconomic Series of Ecuador
Conference ObjectAbstract: This paper develops a framework for the analysis of state-space models combined with Kalman and smooPalabras claves:ARIMA model, Dynamic system, Gross domestic product, Kalman filter, State space modelAutores:Henry Bautista Vega, Isidro Rafael Amaro, Saba Rafael InfanteFuentes:scopus