My first response was too wordy & not to the point (lol). Try this
one.
From Kelly's paper:
"Suppose the situation were different; for example,suppose the
gambler's wife allowed him to bet one dollar each week but not to
reinvest his winnings. He should then maximize his expectation
(expected value of capital) on each bet. He would bet all his
available capital (one dollar) on the event yielding the highest
expectation. With probability one he would get ahead of anyone
dividing his money differently."
So...Different people, constraints, and/or utility functions,
different optimal strategies. But keep in mind that Kelly has been
shown to be correct when he said...
"The gambler introduced here follows an essentially different
criterion from the classical gambler. At every bet he maximizes the
expected value of the logarithm of his capital. The reason has
nothing to do with the value function which he attached to his money,
but merely with the fact that it is the logarithm which is additive
in repeated bets and to which the law of large numbers applies."
You see, Kelly provides optimal bankroll growth (independant of
utility function) but it is only applicable to the person who has a
logartihmic utility function. So, Kelly is not the optimal strategy
for anyone, unless that person happens to have a logarithmic utility
function. Do you?
> So, just what is your point?
>
Excellent. Glad you asked. See, Kelly very nicely folded in the
concept of utility function into his derivation (when he started),
then at the end, it seemed (too many casual readers) that he had
declared that his results are independant of the utility function.
What he was saying actually was a bit more tricky: perhaps better
put
as if you want optimal bankroll growth (with no other constraints)
follow my strategy-- sinceit is optimal-- but it you have other
contratains (including different utility functions), you can
approach
the problem in the same way I did, but you will get different
results. [Also, and this is for NOTI, the kelly criteria I beelive
optimizes MEDIAN bankroll growth. not average growth. I recall
that
this was proven sometime in the 80's]
In the years since Kelly, it has established that while Kelly's
results are mathematically correct, if one uses a different utility
function, you don't necessarily get geometic bankrollg growth.
(Using
this forma approach) To find the optimal stratgey for a
partiucalr "person", one must match a persons utility function (and
other constraints) with the appropriate strategey (in other words,
derive the optimal stragtegy by using the correct utility
function).
The pure log-utility function of Kelly is just one choice. (This
gives a "kelly number of 1"). Most gamblers who do follow kelly,
don't share such a utility function exactly and so use a modified
stratgey (a kelly number other than 1). Likewise, there are all
kinds of other utility functions. While these will not produce
bankroll growth rates better than a kelly strategy, they
nonetheless,
are optimal for certain players, since these players have a
different "feeling" about risk ( which is captured mathematically
in
the the utility function) and do not like the idea of
making "kelly"
bets. Many, many, classes of utility function shave been
studied.
NOTI stated a few times that Kelly was optimal for a certain
(hypothesized) gambler-- though he never stated the gamblers
utility
function. If indeed, kelly was optimal for said gambler, then this
gambler MUST have a logarithmic (or equivelent) utility function.
But even if said logarithmic gambler exists, he/she is certainlyt
not
the only type of gambler, and I would guess, even the most common
type of gambler (as grouped by utility function/risk aversion,
etc). For example, in post 53678, NOTI, presents a discussion of
said gambler. He hints at the issue of utility function when he
mentions that the gambler my be "disturbed by that particular
statistic", but then drops it. Fact is, that same gambler who
doesn't want to bet it all, might not likewise feel logarithmically
about his/her bankroll. And hence for him/her, Kelly is not the
optimal strategy, given his/her personal tolerance/preference for
risk. Invoking personal preference ("utility function") in one
instance (in order to dismiss that betting it all is not a good
idea)
···
--- In vpFREE@yahoogroups.com, "cdfsrule" <groups.yahoo@v...> wrote:
--- In vpFREE@yahoogroups.com, Steve Jacobs <jacobs@x> wrote:
and then dismissing it in the next (when claiming that Kelly is
optimal for that same person) just doesn't seem right to me.