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COVID-19 Infection Process in Italy and Spain: Are Data Talking? Evidence From ARMA and Vector Autoregression Models

2020

COVID-19 (coronavirus disease 2019) has spread successfully worldwide in a matter of weeks. After the example of China, all the affected countries are taking hard-confinement measures to control the infection and to gain some time to reduce the significant amount of cases that arrive at the hospital. Although the measures in China reduced the percentages of new cases, this is not seen in other countries that have taken similar measures, such as Italy and Spain. After the first weeks, the worry was whether or not the healthcare system would collapse rather than its response to the patient's needs who are infected and require hospitalization. Using China as a mirror of what could happen in ou…

medicine.medical_specialtyforecast030204 cardiovascular system & hematologyProxy (climate)Vector autoregressionDisease Outbreaks03 medical and health sciences0302 clinical medicineEpidemiologymedicinePrevalenceHumans030212 general & internal medicineAutoregressive integrated moving averageHuman resourcesChinaARMA modelbusiness.industrySARS-CoV-2lcsh:Public aspects of medicineIncidencePublic Health Environmental and Occupational HealthVector-autorregressionOutbreakCOVID-19lcsh:RA1-1270Regression analysisEconomía AplicadaData AccuracyICU-bedsGeographyItalySpainvector-autorregressionRegression AnalysisForecastPublic HealthbusinessCommunity Case StudyDemographyFrontiers in Public Health
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