1 Question 1

Smith is in jail and has 1 dollar; he can get out on bail if he has 8 dollars. A guard agrees to make a series of bets with him. If Smith bets A dollars, he wins A dollars with probability .4 and loses A dollars with probability .6.

Find the probability that he wins 8 dollars before losing all of his money if

1.1 Part (a)

he bets 1 dollar each time (timid strategy).

Anwer:

\(Let\;P(win)=q=0.4\;and\;P(lose)=q=1-p=0.6\)

\(P(win\;8\;dollars|bets\;1\;dollar\;each\;time)=\)

according to the formula of ‘Gambler’s Ruin’:

\(P_{i}(n)=\frac{1-(\frac{q}{p})^t}{1-(\frac{q}{p})^n}\;if\;p\neq q\)

\(\because\) 1 dollar each time and wins 8 dollars

\(\therefore\;i=1\;and\;n=8\)

\(\therefore\;P_{1}(8)=\frac{1-(\frac{0.6}{0.4})^i}{1-(\frac{0.6}{0.4})^n}=0.02030135\)

## [1] 0.02030135

1.2 Part (b)

he bets, each time, as much as possible but not more than necessary to bring his fortune up to 8 dollars (bold strategy).

Answer:

Using bold strategy, he fails to get out on bail whenever he loss any bets, therefore there is only one scenario where he can win 8 dollars:

  1. Win the first time, get 2 dollars,

  2. Win the second time, get 4 dollars,

  3. Win the third time, get $8 dollars.

The probability of wining 3 times consectively is \(P(3 wins consectively)=0.4^3=0.064\)

## [1] 0.064

1.3 Part (c)

Which strategy gives Smith the better chance of getting out of jail?

Answer:

becuase 0.064 > 0.0203, therefore using bold strategy giving Smith better chance of getting out of jail.