In the near term it looks like the daily death rate should flatten in the range 1,800 - 2500/day for mid to late April. If new cases trend down will we get back to business guidance from the White House on (or even before) the end of the month? I think so.
https://covid19.healthdata.org/united-states-of-america
Projects deaths peaking at 3,130 per day in mid-April.
Thanks for that Sigma. My somewhat simplistic model peaks significantly lower but flatter. Since peak deaths are effectively 'baked in' at this point I rather doubt the 3K peak at this point, but time will tell.
You're welcome. Your estimate is within the confidence interval of the IHME model (1,282 to 7,703).
This tweet shows that actual numbers are below model estimates for the few days in Massachusetts he compares, and why that might be the case:
https://twitter.com/MichaelPageWx/status/1247544126486138882Modeling Thread: is #SocialDistancing making a difference in Massachusetts? Sort of like weather models, it's fascinating to now compare reality to the forecast, in this case from the frequently cited @IHME_UWmodel. Take a look at what the actual data shows for #COVID19
Deaths: thru April 6, the latest iteration of the model calls for 319-631 deaths in Massachusetts. So far the official count is 260, according to @MassDPH. The number doesn't even reach the low end of the uncertainty bracket.
Deaths per Day: on April 6, the model indicated the daily deaths in Massachusetts would be 78 (uncertainty range of 21-227). Actual deaths reported by @MassDPH was 29, clearly the low end of the range.
Caveats: that daily death projection seems hard to fully verify, mind you, because we don't know exactly when those #COVID19 deaths occurred, even though they are reported on a certain date. Still, we seem to have enough data to indicate we're on the low end of the range.
Takeaways: this @IHME_UW model, frequently discussed by the #COVID19 White House task force, appears to be overestimating the severity of the virus in Massachusetts, OR is underestimating the impacts of #SocialDistancing efforts
Bottom line: this is certainly a positive. Do not take this as a suggestion that #SocialDistancing can stop, but do look at it as proof that it's making a difference. As more data comes in, it will go into the model and will update future projections, just like weather models.
New Data: with the April 7 update now in, @MassDPH reports 356 people killed by #COVID19. The latest @IHME_UW projection for this date is 554 (range of 386-835), which offers a bit more hope that the state does in fact remain on the lower end of expectations.