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Look At Mathematics of
“Flatten The Curve”
James K. Orr
April 4, 2020
Lost Opportunity ???
• Given what has happened with the
Coronavirus Pandemic so far, we are
positioned to reach “maximum new cases per
day” within the next two weeks
• However, it will require appropriate actions by
literally 350,000,000 individuals, thousands of
local governments, 50 state governments, and
the multifaceted federal government.
• Data from the next two weeks will tell.
Complexities Of Prediction
• Attempting to predict the number of future
cases by day is made difficult due to:
– Different “social distancing” polices by state
– Unknown inflow of inflected persons to a state
– Unknown number of inflect persons not showing
symptoms
– Inconsistent testing for virus presence
– Different timing to begin to implement “social
distancing” protocols
Spread Without Symptoms
• A typical infection spreader follows the traditional steps. He or she
catches a virus but would likely not know about it at this point.
Then as carriers, they each infect people in close proximity,
completely unknowingly. Science is at a consensus that this spread
is usually 2.6 people per person, on an average. Subsequently, the
carrier and ones the infection was spread to show the symptoms
and are taken into quarantine for treatment. But a super-spreader
works a bit differently. A super-spreader also catches the virus or
infection much like everyone else, but unknowingly spreads it to 8
people on an average immediately, as against 2.6 people that
someone else would. If like the Coronavirus, the infection stays in
the body for up to 14 days before showing symptoms, the spread
can continue without the superspreader or anyone in their vicinity
realising it.
Introduction To Derivatives
New US Cases Versus Date
New US Cases Versus Date
Total US Cases Versus Date
Exponential Graph
Case Growth Per Day
First Derivative of Case Per Day
Derivative Of Case Growth Per Day
Second Derivative of Case Per Day
The “Good”
Washington State
Washington State Cases Versus Date
New Washington Cases Versus Date
Washington State Cases Versus Date
Exponential Graph
Case Growth Per Day
First Derivative of Case Per Day
Derivative Of Case Growth Per Day
Second Derivative of Case Per Day
The “Bad”
New York State
New York State Cases Versus Date
New New York Cases Versus Date
New York State Cases Versus Date
Exponential Graph
Case Growth Per Day
First Derivative of Case Per Day
Derivative Of Case Growth Per Day
Second Derivative of Case Per Day
The “Bad”
New York State
New York State Cases Versus Date
New New York Cases Versus Date
New York State Cases Versus Date
Exponential Graph
Case Growth Per Day
First Derivative of Case Per Day
Derivative Of Case Growth Per Day
Second Derivative of Case Per Day

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Look at mathematics of flatten the curve

  • 1. Look At Mathematics of “Flatten The Curve” James K. Orr April 4, 2020
  • 2. Lost Opportunity ??? • Given what has happened with the Coronavirus Pandemic so far, we are positioned to reach “maximum new cases per day” within the next two weeks • However, it will require appropriate actions by literally 350,000,000 individuals, thousands of local governments, 50 state governments, and the multifaceted federal government. • Data from the next two weeks will tell.
  • 3. Complexities Of Prediction • Attempting to predict the number of future cases by day is made difficult due to: – Different “social distancing” polices by state – Unknown inflow of inflected persons to a state – Unknown number of inflect persons not showing symptoms – Inconsistent testing for virus presence – Different timing to begin to implement “social distancing” protocols
  • 4. Spread Without Symptoms • A typical infection spreader follows the traditional steps. He or she catches a virus but would likely not know about it at this point. Then as carriers, they each infect people in close proximity, completely unknowingly. Science is at a consensus that this spread is usually 2.6 people per person, on an average. Subsequently, the carrier and ones the infection was spread to show the symptoms and are taken into quarantine for treatment. But a super-spreader works a bit differently. A super-spreader also catches the virus or infection much like everyone else, but unknowingly spreads it to 8 people on an average immediately, as against 2.6 people that someone else would. If like the Coronavirus, the infection stays in the body for up to 14 days before showing symptoms, the spread can continue without the superspreader or anyone in their vicinity realising it.
  • 6. New US Cases Versus Date
  • 7. New US Cases Versus Date
  • 8. Total US Cases Versus Date Exponential Graph
  • 9. Case Growth Per Day First Derivative of Case Per Day
  • 10. Derivative Of Case Growth Per Day Second Derivative of Case Per Day
  • 12. Washington State Cases Versus Date
  • 13. New Washington Cases Versus Date
  • 14. Washington State Cases Versus Date Exponential Graph
  • 15. Case Growth Per Day First Derivative of Case Per Day
  • 16. Derivative Of Case Growth Per Day Second Derivative of Case Per Day
  • 18. New York State Cases Versus Date
  • 19. New New York Cases Versus Date
  • 20. New York State Cases Versus Date Exponential Graph
  • 21. Case Growth Per Day First Derivative of Case Per Day
  • 22. Derivative Of Case Growth Per Day Second Derivative of Case Per Day
  • 24. New York State Cases Versus Date
  • 25. New New York Cases Versus Date
  • 26. New York State Cases Versus Date Exponential Graph
  • 27. Case Growth Per Day First Derivative of Case Per Day
  • 28. Derivative Of Case Growth Per Day Second Derivative of Case Per Day