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The probability of getting ahead on a single toss of a coin is p

Suppose that Astarts and continues to flip the coin until a tail shows up, at which point Bstarts flipping.

Then Bcontinues to flip until a tail comes up, at which point Atakes over, and so on.

Let Pn,mdenote the probability that Aaccumulates a total of n heads before Baccumulates m

Show that

Pn,m=pPn-1,m+(1-p)1-Pm,n

Short Answer

Expert verified

Pn,mis the probability that the first player flips nheads in total before the second one flipm.

Concentrate on the first flip, the rest of the game is equivalent to a new game with possibly changed order of the players.

Step by step solution

01

Probability of getting heads

Given:

Aand Bengage in a game. Ais the first to leave.

With probability p, any of them turns head with probability (1-p), any one of them flips tails with probability (1-p), and the turns are lost.

Pn,m- Chances that Awill amass n heads before Bwill accumulate m

prove:

Pn,m=pPn-1,m+(1-p)1-Pm,n

02

Using the probability formula.

The following are the occasions:

An,m-event in which Aflips n heads prior flipping m

Heads were the first to flip.

Using the total probability formula,

Pn,m=PAn,m=PAn,mHP(H)+PAn,mHcPHc

03

Prove the statement.

Given that Hoccurred, Aproceeds to toss with the same probability as before - similar to a fresh game in which Astarts first and, since Ahas already flipped one head, Amust flip n-1more before Bflip mof them.

PAn,mH=PAn-1,m=:Pn-1,m

=PAn,mHc

Given that Hcoccurred, the situation is analogous to starting afresh game with Bas the first player, both with 0 heads. The probability that B- the first player achieves mheads before the other achieves n heads isPm,nand this is the complement of the desired occurrence.

PAn,mHc=1-Pm,n

Substitute this P(H)=p,PHc=1-pto the equations, the formula is proved.

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