In: Statistics and Probability
Roulette is one of the most common games played in gambling
casinos in Las Vegas and elsewhere.
An American roulette wheel has slots marked with the numbers from 1
to 36 as well as 0 and 00 (the latter is called "double zero").
Half of the slots marked 1 to 36 are colored red and the other half
are black. (The 0 and 00 are colored green.) With each spin of the
wheel, the ball lands in one of these 38 slots.
One of the many possible roulette bets is to bet on the color of
the slot that the ball will land on (red or black). If a player
bets on red, he wins if the outcome is one of the 18 red outcomes,
and he loses if the outcome is one of the 18 black outcomes or is 0
or 00. So, when betting on red, there are 18 outcomes in which the
player wins and 20 outcomes in which the player loses. Therefore,
when betting on red, the probability of winning is
18/38 and the probability of losing is
20/38.
When betting on red, the payout for a win is "1 to 1". This means
that the player gets their original bet back PLUS and additional
amount equaling their bet. In other words, they double their money.
(Note: If the player loses they lose whatever amount of money they
bet.)
Scenario 1: Mike goes to the casino with $400. His
plan is to bet $100 on red 9 consecutive times or until he either
has increased his total to $500 or has lost all of his money. What
is the probability he will go bankrupt (i.e. end up with $0)? (Give
your answer correct to four decimal places.)
(Hint: Set this problem up as an absorbing Markov Chain with 6
states where the states keep track of his current amount of money.
The amount of money he has will always be $0, $100, $200, $300,
$400, or $500. The states where he has $0 or $500 are absorbing
states since he quits playing whenever one of these states is
reached.
Scenario 2: Mike goes to the casino with $400 and
will still be betting on red. As in Scenario 1, he will bet $100
each time he places a bet. However, instead of limiting himself to
a maximum of 9 bets he decides to play indefinitely until he has
reached $500 or goes bankrupt. If he uses this betting method, what
is the probability he will eventually go bankrupt? (Give your
answer correct to four decimal places.)