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A bag contains awhite and bblack balls. Balls are chosen from the bag according to the following method:

1. A ball is chosen at random and is discarded.

2. A second ball is then chosen. If its color is different from that of the preceding ball, it is replaced in the bag and the process is repeated from the beginning. If its color is the same, it is discarded and we start from step 2.

In other words, balls are sampled and discarded until a change in color occurs, at which point the last ball is returned to the urn and the process starts anew. Let Pa,bdenote the probability that the last ball in the bag is white. Prove that

role="math" localid="1649439757383" Pa,b=12

Hint: Use induction on K=a+b.

Short Answer

Expert verified

The probability that the last ball in the bag is white,Pa,b=12

Step by step solution

01

Event

Beginning from awhite spheres plus bblack spheres, Ea,b- the white sphere was that final one inside the container.

Every white spheres were selected initially W.

Every black spheres were selected initially B.

role="math" localid="1649435638601" a,b∈ℕ={1,2,3,…}

02

Show Pa,b=12

Base: to any or all a,b∈ℕso a+b=n=1, which is that a=b=1equation is correct, the balls inside urn was white by probability 12

Assume that n∈ℕand to any or all a,b∈ℕso a+b<n.

role="math" localid="1649436772793" Pa,b=12

Consider a,b∈ℕso a+b=n:

Because W,B,WcBcwere completely exclusive occurrences which which incorporates the whole outcome area, we may use the entire probabilistic equation:

PEa,b=PEa,b∣WcBcPWcBc+PEa,b∣BP(B)+PEa,b∣WP(W)

03

show PEa,b∣WcBc=PEi,j=12i+j<n

If although neither a black nor white spheres were eliminated. Especially at starting, will have at minimum a ball less, and method to get rid of the spheres begins.

The probability are easy when all spheres of a colour were taken:

PEa,b∣W=0PEa,b∣B=1

localid="1649628952164" P(W)=aa+b×a−1a+b−1⋅⋯1b+1=a!(a+b)!b!=a!b!(a+b)!P(B)=ba+b×b−1a+b−1⋅⋯1a+1=b!(a+b)!a!=a!b!(a+b)!P(W)=P(B)

So,

PEa,b=PEa,b∣WcBcPWcBc+PEa,b∣BP(B)+PEa,b∣WP(W)

localid="1649439452847" =12PWcBc+0+1×P(W)=12PWcBc+12×2P(W)

localid="1649439475979" =12PWcBc+12×(P(W)+P(B))

=12PWcBc+P(W)+P(B)

=12×1

=12

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