Finally a voice of reason

^I can just imagine the Dale Gribble conspiracy theories
 
With such limited data, still looks like a linear increase:


%
100 23
123 19
147 18
173

View attachment 83947

Eliminating the rounding errors:

100
123
146.37
172.7166

Linear would be this:

100
123
146
172

What I'm waiting for is not a linear increase, but an exponential curve with a base of less than one. [Edited for accuracy.]
 
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I firmly disagree that we will all be infected. Some of us may have already had it and recovered.

Some of us work at home and stay away from crowds intentionally.

I believe most of the statistics we hear are made up BS, intended to influence an agenda. There is no way to know who is infected if they have no symptoms.

Comparing this bug to "The Flu" is a simplistic way to make a statement about how it's "six times more deadly" or "200 times more contagious." It's all fake.

People want to hear numbers and don't care about the facts. Feeding them bogus numbers serves to frighten them into doing stupid $417, like buying two years worth of toilet paper.

Even when this is all over, there will not be enough data to make statistical metrics of how many people were affected. Body count sells advertising....
More testing would do a lot to solve the squishiness of the numbers.

By the way, the FACT that caseloads in some places have exceeded the available medical facilities is not "made up."
 
I'd be curious to know how many of the "active" cases require a hospital ventilator.
My understanding is that the vast majority of people who get this don't need to be in the hospital, as, after all, there is no real known cure.
 
You don’t have good grasp of the term ‘exponential’. It is a buzz word that you are hearing on the media and repeating. 23,19,18 both have same exponent.
10, 100, 1000, 10000 etc. would be an exponential series.
Not correct. We are talking about the rate of increase (the increase per day) being a constant percentage of the current value. That IS exponential growth. If
(increase per unit time) = (constant) x (current value)
then
value (as a function of time) is proportional to e^(constant x time).

The "constant" might be a small enough number that it doesn't LOOK lilke exponential growth, at least in the short run, but it is.
 
voice of reason...yeah...right! as Bill Gates said:

It’s very tough to say to people, ‘Hey keep going to restaurants, go buy new houses, ignore that pile of bodies over in that corner. We want you to keep spending,’ because there’s maybe a politician who thinks GDP growth is what really counts.
 
I think that determining whether it's exponential or not would require doing some curve-fitting to see if the data fit an exponential formula, but your analysis at least shows that the slope of the curve is still increasing each day, so I was mistaken in referring to it as a flattening trend.

Yes, perhaps easiest to just plot the log of the number of total cases. If that looks like a straight line, then it is exponential growth at a constant rate.

As of the day before yesterday (when I last did this for the US data), it looked like a fairly constant exponential growth with a 2.5 day doubling time. There was a slight hint of a decrease in the slope, but nothing that appeared outside the range of random variation.
 
Yes, perhaps easiest to just plot the log of the number of total cases. If that looks like a straight line, then it is exponential growth at a constant rate.

As of the day before yesterday (when I last did this for the US data), it looked like a fairly constant exponential growth with a 2.5 day doubling time. There was a slight hint of a decrease in the slope, but nothing that appeared outside the range of random variation.
That's what I've been doing for the Vermont data. Because the sample size is so small, there is a good deal of random variation, but the linear fit is fairly good and the doubling time is consistent with the national value (about 2.4 days, with no sign of flattening as of two days ago).
 
I'd be curious to know how many of the "active" cases require a hospital ventilator.
My understanding is that the vast majority of people who get this don't need to be in the hospital, as, after all, there is no real known cure.

There is fairly good accumulating evidence that hydroxychloroquine shortens the duration of viral shedding to between 4-6 days.

Whether such people are then immune is not presently measured, but that would be the normal result.

If Covid-19 becomes a trip to the doctor and some illness for a week or two (like many viral illnesses), with a need to take medicine but recovery following, it is a much less dangerous thing.
 
BTW...I listened to an article yesterday about the 1918 flue...the stats from that era show that the economies of the cities that shut down quickly and stayed shut down until it was over recovered far faster afterwards than those that didn't.

Yes...We are FAR REMOVED from 1918...but still...a data point.

OTOH...I certainly don't understand why Chicago would outlaw running and bicycling.

???

How is it that you can't stay over 6' from people doing this? Hell, I can't imagine it's possible to get within 6' of anyone while bicycling...
 
You don’t have good grasp of the term ‘exponential’. It is a buzz word that you are hearing on the media and repeating. 23,19,18 both have same exponent.
10, 100, 1000, 10000 etc. would be an exponential series.
"Exponential" is not a "buzz word."

You had better go back and reread your textbook before you start talking about 'exponential growth' again.
 
How is it that you can't stay over 6' from people doing this? Hell, I can't imagine it's possible to get within 6' of anyone while bicycling...
There's a recreational trail about a block from my house, and it's shared-use between bicyclists and pedestrians. It's not wide enough to be able to maintain six-foot separation while passing.
 
There is fairly good accumulating evidence that hydroxychloroquine shortens the duration of viral shedding to between 4-6 days.

Whether such people are then immune is not presently measured, but that would be the normal result.

If Covid-19 becomes a trip to the doctor and some illness for a week or two (like many viral illnesses), with a need to take medicine but recovery following, it is a much less dangerous thing.

Do you have a cite? Because this isn't what I've been hearing anecdotally from friends in the medical community. I should say that I have read the Chinese article in Lancet, but have heard nothing official about the trials taking place in NY. Is that where your info is coming from?
 
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"Exponential" is not a "buzz word."

You had better go back and reread your textbook before you start talking about 'exponential growth' again.

Is it possible that exponential is being used because many people think it means x10 or squared?
 
"Exponential" is not a "buzz word."

You had better go back and reread your textbook before you start talking about 'exponential growth' again.
2 4 8 16 32 64 128 256 512 1024.....for those us in the software industry, powers of 2 (exponents) are tattoo'd in our brains.
 
Is it possible that exponential is being used because many people think it means x10 or squared?
In this context (pandemic), exponential is being used because it is accurate, at least in the early stages.
 
That's what I've been doing for the Vermont data. Because the sample size is so small, there is a good deal of random variation, but the linear fit is fairly good and the doubling time is consistent with the national value (about 2.4 days, with no sign of flattening as of two days ago).
I posted on Brian's board that over the last two days, the Vermont data is showing signs of flattening. If I take only the data from Thursday through Saturday, the doubling time appears to be 4.8 days. Still too early to say whether this is truly a trend, but it is somewhat encouraging.
 
In this context (pandemic), exponential is being used because it is accurate, at least in the early stages.
I understand that it is accurate, but using a term that many think means x10 or squared could cause a lot of misunderstanding.

Kind of like what non pilots think when we talk about stalling the aircraft.
 
I understand that it is accurate, but using a term that many think means x10 or squared could cause a lot of misunderstanding.

Kind of like what non pilots think when we talk about stalling the aircraft.
There is the common usage of the word "exponential", and the mathematical one. Pretty sure the one we have been hearing refers to definition 1.

Screen Shot 2020-03-29 at 13.55.51.png



 
I understand that it is accurate, but using a term that many think means x10 or squared could cause a lot of misunderstanding.

Kind of like what non pilots think when we talk about stalling the aircraft.

What’s the basis for saying “many think means x10 or squared”? If many think that, than we have a serious issue with how math is being taught in schools.

An exponential equation is in the form

f(x) = ab^x

This is basic algebra. They still teach algebra in high school these days, right?
 
What’s the basis for saying “many think means x10 or squared”? If many think that, than we have a serious issue with how math is being taught in schools.

An exponential equation is in the form

f(x) = ab^x

This is basic algebra. They still teach algebra in high school these days, right?
And if x = 1 then it’s exponential and linear. :p
 
Yes there's a serious issue with math in this country. Algebra is still taught, but in most schools it is not required for graduation.
Long division is to much for a lot of people applying for entry level jobs here.
 
And if x = 1 then it’s exponential and linear. :p
In f(x) = ab^x, x = 1 would refer to only one point along the curve, because x is the variable, with a and b being constants.

Due to the fact that it's been a long time since I've worked with this stuff, in an earlier post I had "exponential" confused with f(x) = ax^b, where the base is the variable and the exponent is a constant. (I have since gone back and corrected my post.)
 
In f(x) = ab^x, x = 1 would refer to only one point along the curve, because x is the variable, with a and b being constants.

Due to the fact that it's been a long time since I've worked with this stuff, in an earlier post I had "exponential" confused with f(x) = ax^b, where the base is the variable and the exponent is a constant. (I have since gone back and corrected my post.)
The letters you choose for the variables is irrelevant. If b=1 it’s still linear
 
The letters you choose for the variables is irrelevant. If b=1 it’s still linear
When you're graphing f(x) = ab^x, If b = 1, you not only get a straight line, it's a HORIZONTAL straight line!

The formula for a linear function is f(x) = ax + b.
 
The problem with the news...they make it sound like it’s gonns stay exponential...it’s not ...and it’s not asymptotic towards infinity. It will taper to a normal distribution.
 
Yes there's a serious issue with math in this country. Algebra is still taught, but in most schools it is not required for graduation.
Long division is to much for a lot of people applying for entry level jobs here.
And algebra is a common core requirement.
In many states, parents and students could not hack it. So they pressured political leaders to kill it.

Sent from my HD1907 using Tapatalk
 
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The problem with the news...they make it sound like it’s gonns stay exponential...it’s not ...and it’s not asymptotic towards infinity. It will taper to a normal distribution.

Well, yeah, but the only thing that will make it less efficiently spread is the development of herd immunity, if measures aren't taken to limit contact. That's a pretty gruesome natural experiment, the curve could remain pretty darn steep in a population with no previous exposure.
 
There is the common usage of the word "exponential", and the mathematical one. Pretty sure the one we have been hearing refers to definition 1.
The one we have been hearing where? The use of "exponential" by epidemiologists when talking about the pandemic is most definitely definition 2.
 
The problem with the news...they make it sound like it’s gonns stay exponential...it’s not ...and it’s not asymptotic towards infinity. It will taper to a normal distribution.
If "it" means the total number of cases that have occurred, "it" will eventually flatten to a horizontal line. (Though in principle, the y-value of that line could be the entire population of Earth - probably not though, since many infections have not been counted as "cases".)
 
The one we have been hearing where? The use of "exponential" by epidemiologists when talking about the pandemic is most definitely definition 2.
On the news.
 
When you're graphing f(x) = ab^x, If b = 1, you not only get a straight line, it's a HORIZONTAL straight line!

The formula for a linear function is f(x) = ax + b.
Which is the first derivative of the polynomial ax^2 + bx + c, which is exponential.
 
Which is the first derivative of the polynomial ax^2 + bx + c, which is exponential.
2ax + b. But ax^2 + bx + c is quadratic, not exponential. The first derivative of an exponential function is exponential, as is the 2nd derivative, and ...
 
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