Forecasting the dynamics of cumulative COVID-19 cases (confirmed, recovered and deaths) for top-16 countries using statistical machine learning models: Auto-Regressive Integrated Moving Average (ARIMA) and Seasonal Auto-Regressive Integrated Moving Average (SARIMA)
K.E. ArunKumar, Dinesh V. Kalaga, Ch. Mohan Sai Kumar, Govinda Chilkoor, Masahiro Kawaji, Timothy M. Brenza
Topics & Concepts
Akaike information criterionAutoregressive integrated moving averageMean squared errorStatisticsBayesian information criterionMean absolute percentage errorMoving averageMathematicsModel selectionEconometricsComputer scienceTime seriesCOVID-19 epidemiological studiesCOVID-19 diagnosis using AICOVID-19 Pandemic Impacts