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Two players play a game with a infinite deck of cards. This deck consisting of these types of cards:

  • Queen of Spades
  • Jack of Spades
  • King of Hearts
  • Queen of Hearts
  • Jack of Hearts
  • Two of Clubs
  • Three of Clubs
  • Four of Clubs
  • Five of Clubs
  • Six of Clubs

(There are 10 different card types)

Player 1 starts and the two players take turns. When it is $P_1$'s turn they cheat and pick 2 cards uniformly at random, and when it is $P_2$'s turn they pick 1 card uniformly at random.

If $P_1$ picks a card that is of the suit Spades $P_1$ won. If $P_2$ picks a card that is of the suit Spades or Hearts $P_2$ wins. What is the probability of $P_1$ winning what is the probability of $P_2$ winning.

I am trying to come up with formulas for these events and the sample sapce but I am stuck

I was thinking that I can do something like this in the event (A) that $P_1$ wins:

A = $P_1$ wins -> {$Not$ $Spade^n$, $Spade^m$; $n\ge0$, $m>0$}

B = $P_2$ wins -> {$Club^n$, $Spade$ $or$ $Heart^m$; $n|ge0$, $m>0$}

Any ideas if I am on the right track?

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    $\begingroup$ I assume that if neither wins they continue. Giving names to elements of the sample space will not be of much help in solving the problem. And the conditions under which A wins cannot be described as you did. $\endgroup$ – André Nicolas Nov 19 '15 at 0:02
  • $\begingroup$ Yeah sorry I should have mentioned that the keep going until someone wins. So I guess the sample space is infinite. I am not sure how to capture the the conditions for the events. $\endgroup$ – Steph Nov 19 '15 at 0:06
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    $\begingroup$ You can find the probability A ultimately wins by summing an infinite geometric series. There is also a neat shortcut that conditions on the result of the first pick. I can show you how to do it, but I am not interested in developing notation. $\endgroup$ – André Nicolas Nov 19 '15 at 0:10
  • $\begingroup$ Ok can you show me how to do it. $\endgroup$ – Steph Nov 19 '15 at 0:20
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For brevity, write A if Player A gets at least one spade when it is her turn, and X if she doesn't. Write B if Player B gets a spade or heart when it is her turn, and Y if she doesn't. Then here is a beginning of the infinite list of ways Player A can win the game: $$\text{A; XYA; XYXYA; XYXYXYA; XYXYXYXYA}$$ The probability A does not get a spade when it is her turn is $(0.8)^2$. So the probability she wins when it is her turn is $1-(0.8)^2$, which is $0.36$.

Thus $\Pr(\text{X})=0.64$. It is easy to see that $\Pr(\text{Y})=\frac{1}{2}$, so the probability of XY is $0.32$. Thus the probability A ultimately wins is $$0.36+(0.32)(0.36)+(0,32)^2(0.36)+(0.32)^3(0.36)+\cdots.$$ This is an infinite geometric series, first term $0.36$, common ratio $0.32$. By a standard formula it has sum $\frac{0.36}{1-0.32}$.

Another way: We condition on the result of the first pick. Let $p$ be the probability A ultimately wins. She can win in two ways, (i) immediately or (ii) later. The probability of an immediate win is $0.36$. Winning later happens if A and B strike out on their first turns. If that happens, A has probanility $p$ of ultimately winning. Thus $$p=0.36+(0.32)p.$$ Solve for $p$.

Remark: The "words" for which A wins can be described in standard shorthand as $(\text{XY})^n\text{A}$, $n\ge 0$.

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