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Teams A and B play a series of games, with the first team to win 3 games being declared the winner of the series. Suppose that team A independently wins each game with probability p. Find the conditional probability that team A wins

(a) the series given that it wins the first game;

(b) the first game given that it wins the series.

Short Answer

Expert verified
  1. The probability that team A wins the first game is P(A wins series∣A wins the first game)=p2+2p2(1−p)+3p2(1−p)2
  2. The probability that team A wins the series isP(A wins series)=p3+3⋅p3(1−p)+42p3(1−p)2

Step by step solution

01

Step 1:Given Information (Part a)

TeamsAand B play a series of games, with the first team to win3games being declared the winner of the series. Suppose that team A independently wins each game with a probability of P.

02

Step 2:Explanation (part a)

Let's consider the team Ahas succeeded in the first game.

So, we have4games left.

There are several chances.

TeamAcan succeed the series in three games in entire

(AAA_scenario), or four games in entire(ABAA_and A A B A_scenarios) or in five games in whole ( ABBAA,ABABAand AABBAscenarios). Therefore, the required probability is

P(Awins series∣A wins the first game)=p2+2p2(1−p)+3p2(1−p)2

03

Final Answer (Part a)

The conditional probability that team A wins the first game isp2+2p2(1−p)+3p2(1−p)2.

04

Given Information (Part b)

Teams A and B play a series of games, with the first team to win 3 games being declared the winner of the series. Suppose that team A independently wins each game with probability p.

05

Solution (Part b)

Apply Baye's theorem,

Here, we have P(Awinsthefirstgame|Awinsseries)P(Awinstheseries|Awinsthefirstgame)P(AwinsthefirstgameP(Awinsseries)Use the same argument in part (a).

Team A can win the series in three, four or five games.

Therefore, P(A wins series)=p3+3⋅p3(1−p)+42p3(1−p)2

So, the required probability isp2+2p2(1−p)+3p2(1−p)2⋅pp3+3⋅p3(1−p)+42p3(1−p)2

06

Final Answer 

The required probability that team A wins the series isp2+2p2(1−p)+3p2(1−p)2⋅pp3+3⋅p3(1−p)+42p3(1−p)2

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