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Yesterday, I had occasion to revisit
Keynes' 'Treatise on Probability', in which he challenged the Frequentist
View of Probability and which Bertrand Russell described late in life as
"an extremely able" work on the subject matter. In short order, I
formulated a simple thought experiment whereby elementary physics are shown to
debunk the Coin-flipping version of the Frequentist View.
In view of the importance which
Keynes attached to the subject matter, and considering the essential role which
the Frequentist View of Probability plays in much of modern economic theorizing,
I am sketching below a brief outline of my argument.
1. An Internet site offers the
following definition of the 'Relative Frequency Interpretation of Proabability':
"Recall that we defined the probability of event A as P(A) = # of
ways A can occur/Total # of ways anything can occur. This is
called the classical probability definition. Another way to
interpret probability is as the long-run relative frequency (long-run
fraction) of the event. That is, if I flip a fair coin hundreds and
hundreds of times, the fraction of heads will be very close to 0.5. The
more I repeat the experiment, the closer to 0.5 the relative frequency will
be. This is the same result the classical definition gives us. The
relative frequency interpretation of probability works especially well for
repeatable events, e.g., flipping a coin, rolling dice, drawing cards
etc."
2. "Why," I asked a supporter
of the Frequentist View of Probability on an Internet Forum, "is the set of
possible outcomes in the toss of a perfectly balanced coin specified as H + T,
where H = Heads and T = Tails, rather than H + T + E, where E =
Edge?"
3. He replied: "In abstract
mathematics, the sample space is {H, T}, but in the real world it's {H, T,
E}."
4. My response was as
follows:
"Is that so?
a. Consider a perfectly
balanced coin suspended in a contraption at the top of a perfect vacuum such
that it is in perfect alignment with the vertical.
b. Now let the contraption's
grip on the coin be relaxed so that the coin falls down.
c. Given the assumed vacuum and
absent any other 'non-coin' related factors, why should the coin
not land on its edge?"
5. Within a few minutes, a
physics-literate third forumite provided the following
input:
"If you assume that the coin "falls"
then you must also assume that there is a gravitational force pulling it
down. When the coin reaches the bottom or end of its fall the nearest
point of the coin will stop first transmitting the energy of the coin into the
"bottom" from the bottom of the coin to the top of the coin. I
was trying to prove that the coin would fall over because the coin would
try to compress from bottom up and since the coin can not compress or
absorb all the energy released when it came to rest it would fall over, but I
was wrong. It would remain on its edge. This could not be
proven in a laboratory setting because you would need a perfectly uniform coin
so that the energy released was perfectly released in a uniform
way."
6. To which I
replied:
"Thanks!
It may have taken you all of five
minutes to reason your way through the physics of the
thought experiment."
Which is readily shown to imply that
the H/T Frequency Distribution is a function of the non-coin aspects of
Coin-tossing.
7. As background, I had posted
Harrod's summary of the key points made by Keynes in 'Treatise on Probability'
(The Life Of John Maynard Keynes, Penguin Books, 1978, pp.
772-75). With reference thereto, another forumite asked: "What was
Keynes's point?"
8. I referenced the above
summary and added:
"Now, why did Keynes - and Whitehead,
Ramsey, and Russell - either reject or question the logical adequacy of
the Frequency Approach?
"The answer can be formulated in any
number of ways - the key point at issue concerns the Humean view of the
relationship between theory and practice which, in the case of economics,
Keynes summarized as follows in 1922:
The Theory of
Economics does not furnish a body of settled conclusions immediately applicable
to a policy. It is a method
rather than a doctrine, an apparatus of the mind, a technique
of thinking, which helps its possessor to draw correct conclusions.
The distinction drawn here by Keynes
between 'theory' and 'practice' mirrors that between pure and
applied geometry - a distinction which has disappeared from much of
modern physics and, apparently, has yet to appear on the NDS [Neo-Darwinian
Synthesis] stage.
As for the Coin-tossing approach to
the logical foundations of the Probability Calculus, it is nonsensical
in the sense that an attempt to formulate the propositions of analytic geometry
in terms of empirically observed lines, circles, and points is
nonsensical."
The thrust of this argument is
familiar to Gang8 and PKTers - until yesterday, I had not thought of relating it
to Keynes' challenge to the Frequentist View of Probability.
Gunnar
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