Multivariate Analysis of COVID-19 for Countries with Limited and Scarce Data: Examples from NepalResearch Article Published on 2021-01-272022-10-29 Journal: Journal of Environmental and Public Health [Category] Coronavirus, MERS, [키워드] analyzed ARIMA Asia backbone carried Control country COVID-19 curtail deaths Direct disease Government help hidden incidence Limited linear mixed-effect models lockdown Logistic regression management multivariate Nepal nonlinear regression Odds ratio pandemic principal component analysis progression significant effect South Spread spread of COVID-19 understanding variable [DOI] 10.1155/2021/8813505 PMC 바로가기 [Article Type] Research Article
Forecasting COVID-19 Cases Using Alpha-Sutte Indicator: A Comparison with Autoregressive Integrated Moving Average (ARIMA) MethodResearch Article Published on 2020-12-032022-10-27 Journal: BioMed Research International [Category] COVID-19, [키워드] accumulated Analysis approach ARIMA Brazil Care Characteristics country COVID-19 COVID-19 case COVID-19 cases cumulative difference distribution Effectiveness Forecasting Health India Indicator Italy mitigate New pandemic predict provide selected South Africa Spain specific treatment spread to statistically significant t -test tested the disease the mean transmission rate USA was tested were used [DOI] 10.1155/2020/8850199 PMC 바로가기 [Article Type] Research Article
Forecasting COVID-19 Cases Using Alpha-Sutte Indicator: A Comparison with Autoregressive Integrated Moving Average (ARIMA) MethodResearch Article Published on 2020-12-032022-10-27 Journal: BioMed Research International [Category] Coronavirus, COVID-19, MERS, SARS, [키워드] accumulated Analysis approach ARIMA Brazil Care Characteristics country COVID-19 COVID-19 case COVID-19 cases cumulative difference distribution Effectiveness Forecasting Health India Indicator Italy mitigate New pandemic predict provide selected South Africa Spain specific treatment spread to statistically significant t -test tested the disease the mean transmission rate USA was tested were used [DOI] 10.1155/2020/8850199 PMC 바로가기 [Article Type] Research Article
Forecasting COVID-19 in PakistanResearch Article Published on 2020-11-302022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] 95% prediction interval Accuracy Analysis ARIMA average confirmed cases COVID-19 cumulative Data analysis death deaths disease Epidemics Forecasting Government help MAE mean absolute error measure medication National Health Service objective Occurrence outbreak Practitioner Result RStudio Spread trajectory website [DOI] 10.1371/journal.pone.0242762 PMC 바로가기 [Article Type] Research Article
COVID-SGIS: A Smart Tool for Dynamic Monitoring and Temporal Forecasting of Covid-19Public Health Published on 2020-11-172022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, [키워드] 95% CI addition ARIMA Brazil country Course COVID-19 forecasting cumulative current spread database death deaths dynamic dynamic forecasting systems evaluate Forecasting health-care service include Infectious diseases information intelligent forecasting systems Intervention limits monitoring National new coronavirus SARS-CoV-2 notification pandemic problems public health reported Rio Grande robust SARS-CoV-2 spread forecast SmaRT South America statistical significance statistically significant Surveillance System Temporal the disease time [DOI] 10.3389/fpubh.2020.580815 PMC 바로가기 [Article Type] Public Health
Forecasting imported COVID-19 cases in South Korea using mobile roaming dataResearch Article Published on 2020-11-042022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] agency ARIMA average center collected Confirmed coronavirus disease correlated COVID-19 COVID-19 case Forecasting Government Health help high-risk area Increases Linear regression Linear regression model lockdown National occur Outbreaks Oxford reduction in reported response rising risk Roaming South Korea time lag university variable [DOI] 10.1371/journal.pone.0241466 PMC 바로가기 [Article Type] Research Article
Global Forecasting Confirmed and Fatal Cases of COVID-19 Outbreak Using Autoregressive Integrated Moving Average ModelPublic Health Published on 2020-10-292022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, SARS, [키워드] Analysis ARIMA Asia autocorrelation average China Confirmed confirmed case confirmed cases coronavirus COVID-19 COVID-19 outbreak evaluated fatality Forecasting global pandemic had more Health Organization infecting Model Novel coronavirus outbreak Spread Time series analysis WHO worldwide pandemic Wuhan [DOI] 10.3389/fpubh.2020.580327 PMC 바로가기 [Article Type] Public Health
Testing the Accuracy of the ARIMA Models in Forecasting the Spreading of COVID-19 and the Associated Mortality RateArticle Published on 2020-10-272022-10-30 Journal: Medicina [Category] COVID-19, MERS, SARS, [키워드] Accuracy affected ARIMA average Centurion changed collected data country Course COVID-19 develop died effective epidemiological Epidemiology Evolution Forecasting IBM incidence lowest material Model mortality rate nine pandemic predict Prevalence provide Rate Romania SARS-CoV-2 spreading SPSS statistical statistical model Testing unique website World Health Organization [DOI] 10.3390/medicina56110566 PMC 바로가기 [Article Type] Article
COVID-19 prevalence estimation: Four most affected African countriesSpecial issue on Modelling and Forecasting the 2019 Novel Coronavirus (2019-nCoV) Transmission Published on 2020-10-122022-10-30 Journal: Infectious Disease Modelling [Category] COVID-19, [키워드] adopted affected African Analysis applied ARIMA ARIMA models average China coronavirus country COVID-19 criterion dataset death different disease disease effective examined exponential growth Forecasting GMT Government growth Health authority information Linear regression model management MONITOR Nigeria outbreak pandemic parameter Precaution predict Prevalence prevalence of COVID-19 public health reported selected statistical Statistical tools statistically significant time series model virus website World Health Organization Wuhan [DOI] 10.1016/j.idm.2020.10.002 PMC 바로가기 [Article Type] Special issue on Modelling and Forecasting the 2019 Novel Coronavirus (2019-nCoV) Transmission
Forecasting the epidemiological trends of COVID-19 prevalence and mortality using the advanced α -Sutte IndicatorOriginal Paper Published on 2020-10-052022-11-01 Journal: Epidemiology and Infection [Category] COVID-19, MERS, SARS, [키워드] Accuracy adopted Analysis ARIMA average Brazil Canada confirmed case coronavirus disease COVID-19 death Epidemics epidemiological error rate Forecasting globe Health help implication Indicator mean absolute error mean error Mortality outbreak Prevalence Region reliability resource the disease was performed [DOI] 10.1017/S095026882000237X PMC 바로가기 [Article Type] Original Paper