Mathematical Modeling in Finance with Stochastic Processes

(Ben Green) #1

3.3. DURATION OF THE GAMBLER’S RUIN 109


It follows that the general solution of the duration equation is:

DT 0 =T 0 /(q−p) +A+B(q/p)T^0.

The boundary conditions require thatA+B= 0, andA+B(q/p)a=−a/(q−
p). Solving forAandB, we find


DT 0 =


T 0


q−p


a
q−p

1 −(q/p)T^0
1 −(q/p)a

.


The calculations are not valid ifp= 1/2 =q. In this case, the particular
solutionT 0 /(q−p) no longer makes sense for the equation


DT 0 = (1/2)DT 0 +1+ (1/2)DT 0 − 1 + 1

The reasoning about the particular solution remains the same however, and
we can show that the particular solution is−T 02. It follows that the general
solution is of the formDT 0 =−T 02 +A+BT 0. The required solution satisfying
the boundary conditions is


DT 0 =T 0 (a−T 0 ).

Corollary 4. Playing until ruin with no upper goal for victory against an
infinitely rich adversary, the expected duration of the game until ruin is


T 0 /(q−p) for p 6 =q

and
∞ for p= 1/2 =q.


Proof. Pass to the limita→∞in the preceding formulas.


Illustration 1


The duration can be considerably longer than we expect naively. For instance
in a fair game, with two players with $500 each flipping a coin until one is
ruined, the average duration of the game is 250,000 trials. If a gambler has
only $1 and his adversary $1000, with a fair coin toss, the average duration
of the game is 999 trials, although some games will be quite short! Very long
games can occur with sufficient probability to give a long average.

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