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An urn initially contains one red and one blue ball. At each stage, a ball is randomly chosen and then replaced along with another of the same color. Let X denote the selection number of the 铿乺st chosen ball that is blue. For instance, if the 铿乺st selection is red and the second blue, then X is equal to 2.

  • (a) Find P{X>i},i1
  • (b) Show that with probabilityrole="math" 1, a blue ball is eventually chosen. (That is, show thatP{X<}=1.)
  • (c) FindE[X].

Short Answer

Expert verified

The solution of the given information is

a) P(X>i)=1223ii+1=1i+1

b) P(X<)=limiP(Xi)=limi1-1i+1=1

c) E(X)=i=1iP(X=i)=i=1i(P(X>i-1)-P(X>i))

=i=1i1i-1i+1=i=11i+1=

Step by step solution

01

Given Information (Part- a)

Given in the question that P{X>i},i1

02

Compute the Probability of drawing a Blue ball is 12 (Part- a)

An urn initially contains one red and one blue ball.

Let Xbe the selected number of the first chosen ball is blue.

Find P(X>i),i>1

For X=1, it means to draw a blue ball on the first draw. The probability of drawing a blue ball on the first draw is simply 12

localid="1648022111169" P(X>i)=1P(X=1)P(X<i)

=112

=12.

03

Step 3: Compute the Probability of drawing a Blue ball is 13(Part-a)

For X=2this means the first draw is red (which occurs with probability 1/2) and the second is blue. Then the probability of drawing a blue ball is role="math" 1/3.

So P(X=2)=1213

P(X>2)=1P(X=2)P(X<2)P(X=1)

=1121312

=123

We get,

=13.

04

Step 4: Compute the Probability of drawing a Blue ball is 14(Part-a)

For X=3is the case that the first blue ball drawn is chosen on the third round. This means the first two draws are red and the third draw is the blue ball, which occurs with probability 1/4.

Thus,

P(X=3)=122314

P(X>3)=1P(X=3)P(X<3)P(X=1)+P(X=2)

=1122314121213

=134

We get,

=14

05

Final Answer (Part-a)

So on,

ForX>i, P(X>i)=12233445i1iii+1

=1i+1.

06

Given Information (Part-b)

Given in the question thatP{X<}=1

07

Prove the Equation (Part-b)

From the result of part (a), take the limit asi

P(X>)=Limi1i+1

=Limi1i1+1i

=0.

08

Final Answer (Part-b)

From the properties of probability theory,

P(X>)=1P(X<)

=10

=1.

09

Given Information (Part-c)

Given in the question that the expected valueE(X)

10

Find the Expected Value (Part-c)

The expected value of the random variable Xbe defined can be defined as,

E(X)=i=1iP(X=i)

Now find,P(X=i)

For X=i,this means that the first i-1draws were all red and the ithdraw is blue.

Thus,

P(X=i)=1223i1ii1red balls drawn1i+1blue ball drawn

=1i(i+1)

11

Step  11: Calculate E(X) (Part-c)

The expected value of the random variable Xcan be be defined as,

E(X)=i=1iP(X=i)

=i=1i1i(i+1)

We get,

=i=11(i+1)

12

Final Answer (Part-c)

Since i=11idiverges, the above expression diverges by the basic comparison test.

ThereforeE(X)=.

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