****************************************************************************************** ****************************************************************************************** COVID-19 simulation of the 13-Aug-2020, Yves Peysson (more details -> www.yvespeysson.fr) ---> Data last day, option f (France day #0 : 14-Jan-2020) : 12-Aug-2020 ****************************************************************************************** ****************************************************************************************** Country : France Beginning of the outbreak (reference day of calculations) : 14-Jan-2020 (day #0) --------- ---> Last available day in database : 12-Aug-2020 (day #211) ---> Today : 13-Aug-2020 (day #212) --------- Manual parameter determination. --------- Simulations parameters (case fatality rate from Diamond-Princess cruise liner analysis : 0.37%) : From day #1 --> qc_0 : 0.44, qc_inf : 0.055, tau_ref : 38, Dtau : 8 From day #128 --> qc_0 : 0.09, qc_inf : 0.09, tau_ref : 1, Dtau : 2 --------- Global agreement between modeling and observations R-squares (coefficient of determination 0 < R2 < 1, the largest is the best) : 0.92078 --------- Estimated initial basic reproduction number (R0) : 5.72 Fraction of population that must be immunited (natural or vaccine) to stop the outbreak : 83%, Nmax = 55,286,713 Actual estimated basic reproduction number (R0) : 1.17 Actual fraction of population that is naturally immunised : 8.5 (%) --------- Total number of fatalities (estimated) today (with offset) : 30,480 Total number of fatalities (observed) today (with offset) : 30,371 --------- Estimated mortality (per million inhabitants) : 455 --------- Number of days to reach the first wave outbreak peak from the beginning of the outbreak (14-Jan-2020) : 85 (08-Apr-2020) Number of daily fatalities at the first wave outbreak peak : 496 Number of days to reach the first wave outbreak peak from the beginning of lockdown (16-Mar-2020) : 23 (08-Apr-2020) --------- Estimated duration of the outbreak : 310 days until 19-Nov-2020 --------- Total number of fatalities estimated at the end of the outbreak (day #310) (without offset) : 25,704 Total number of fatalities estimated at the end of the outbreak (day #310) (with offset) : 36,135 --------- Threshold 100 fatalities estimated (without offset) : 13-Mar-2020 (day #59) Threshold 1000 fatalities estimated (without offset) : 23-Mar-2020 (day #69) Threshold 10000 fatalities estimated (without offset) : 14-Apr-2020 (day #91) --------- Threshold 100 fatalities estimated (with offset) : 13-Mar-2020 (day #59) Threashold 1000 fatalities estimated (with offset) : 23-Mar-2020 (day #69) Threashold 10000 fatalities estimated (with offset) : 07-Apr-2020 (day #84) --------- Day of the end of the lockdown (11-May-2020) : #118 Estimated number of daily infections (11-May-2020) : 5751 Estimated number of daily deaths (11-May-2020) : 123 Observed number of daily fatalities (11-May-2020) : 178 Estimated cumulative number of fatalities at hospital (11-May-2020) : 17096 Observed cumulative number of fatalities at hospital (11-May-2020) : 16994 ****************************************************************************************** ******************************************************************************************