Some Questions on Utility Funcitons
From Stanford Wong's BJ21
Posted by MathProf on 15 Dec 1997, at 4:20 a.m., in response to Utility functions and optimal f , posted by Karel Janecek on 14 Dec 1997, at 10:29 a.m.
A couple of questions regarding the above post:
A class of appropriate utility functions is: U(x) = ((x+1)^a-1)/a, where a is a parameter in the interval (-infinity;1). a=1 is not appropriate any more since we get the linear utility function (betting everything) which does not posses some of the properties required on a utility function. If we take the limit a-->0, we get exactly the logarithmic utility function.What properties are we concerned with. Linear Utility is not Risk-Averse, but Risk-Neutral, and if a person follows it that will go Bankrupt almost surely (with Probability 1). But does that preclude it from being a utility fct?
There are other very interesting question stemming from this: for example, there will probably be some border-line value A in the interval (0;1) where the utility function is "good" for a lower than A, and "bad" for a greater than or equal to A in the sence hat a = A and greater will give optimal f for which
the player's bankroll will converge to zero with robability one. Unfortunately, the calculations become very complicated.I would attempt this in the following way. For these other utility fcts, isn;t there a second-order approximation, which then involves E(X) and E(X^2), just as in log-utility? So we can compute a "k" which leads to a betting fraction f=k*E(X)/E(X^2). Now if this is over "2", the utility causes us to bet double-kelly, which will lead to bankruptcy. And if we do less, it will not? [I think this happens with the sqrt fct (alpha=2) ]
Or have missed some important point here?