****************************************************************************************** ****************************************************************************************** COVID-19 simulation of the 24-Nov-2020, Yves Peysson (more details -> www.yvespeysson.fr) ---> Data last day, option f (Arizona day #0 : 5-Feb-2020) : 23-Nov-2020 ****************************************************************************************** ****************************************************************************************** Country : Arizona Beginning of the outbreak (reference day of calculations) : 5-Feb-2020 (day #0) --------- ---> Last available day in database : 23-Nov-2020 (day #292) ---> Today : 24-Nov-2020 (day #293) --------- Manual parameter determination. --------- Simulations parameters (infection fatality rate from Diamond-Princess cruise liner analysis : 0.28%) : From day #1 --> qc_0 : 0.77, qc_inf : 0.084, tau_ref : 3, Dtau : 10 From day #110 --> qc_0 : 0.122, qc_inf : 0.06, tau_ref : 140, Dtau : 10 From day #215 --> qc_0 : 0.083, qc_inf : 0.12, tau_ref : 208, Dtau : 20 --------- Global agreement between modeling and observations R-squares (coefficient of determination 0 < R2 < 1, the largest is the best) : 0.38834 --------- Estimated basic reproduction number (R0) : 9.24 Fraction of population that must be immunited (natural or vaccine) to stop the outbreak : 89%, Nmax = 6,492,121 Effective reproduction number (R) : 1.424 Actual fraction of population that is naturally immunised : 44.1 (%) --------- Total number of fatalities (estimated) today : 6,477 Total number of fatalities (observed) today : 6,464 --------- Estimated mortality (per million inhabitants) : 890 --------- Number of days to reach the first wave outbreak peak from the beginning of the outbreak (5-Feb-2020) : 173 (27-Jul-2020) Number of daily fatalities at the first wave outbreak peak : 83 --------- Estimated duration of the outbreak : 370 days until 09-Feb-2021 --------- Total number of fatalities estimated at the end of the outbreak (day #370) : 56,335 --------- Threshold 100 fatalities estimated : 10-Apr-2020 (day #65) Threshold 1000 fatalities estimated : 02-Jun-2020 (day #118) Threshold 10000 fatalities estimated : 27-Dec-2020 (day #326) Threshold 20000 fatalities estimated : 18-Jan-2021 (day #348) Threashold 30000 fatalities estimated : 27-Jan-2021 (day #357) ****************************************************************************************** ******************************************************************************************