Suppose that Xtakes on one of the values0,1and2. If for some constantc,P{X=i}=cP{X=i-1},i=1,2, findE[X].

Short Answer

Expert verified

The value ofE(X)=c1+c+c2[1+2c].

Step by step solution

01

Given Information

Given that a random variable Xtakes values 0,1,and 2. For some constant c,

P[X=i]=P[X=i-1],i=1,2

02

Substitute the Value

Substitute i=1in equation (1),

P[X=1]=cP[X=0]..(2)

Now, substitute i=2in equation (1),

P[X=2]=cP[X=1]

Substitute the value of P[X=1]using equation

(2) in P[X=2].

Thus,

P[X=2]=c[cP[X=0]]

P[X=2]=c2P[X=0]

03

Calculation of the Value

Suppose thatP[X=0]=p.

Substitute P[X=0]in equations (2)and (3).

P[X=1]=cp.........(1)

P[X=2]=c2p.........(2)

Since Xis a random variable and takes a value 0, Since Xis a random variable and takes value 0,1,2,than by the property of probability mass function, P[X=0]+P[X=1]+P[X=2]=1.

Thus,

p+cp+cp2=1

p1+c+c2=1

We get,

p=11+c+c2

04

Computation of Expectation of X

Therefore, on substituting the value of pin equation (4)and(5)we have,

P[X=1]=c1+c+c2

P[X=2]=c21+c+c2

P[X=0]=11+c+c2

Compute expectation of Xas follows:

E(X)=xP[X=x]

=011+c+c2+1c1+c+c2+2c21+c+c2

=c1+c+c2+2c21+c+c2

We get=c1+c+c2[1+2c].

05

Final Answer

The value of E(X)=c1+c+c2[1+2c]

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Most popular questions from this chapter

Suppose that a biased coin that lands on heads with probability pis flipped 10times. Given that a total of 6heads results, find the conditional probability that the first 3outcomes are

(a) h,t,t(meaning that the first flip results in heads, the second is tails, and the third in tails);

(b)t,h,t.

When coin 1 is flipped, it lands on heads with probability .4; when coin 2 is flipped, it lands on heads with probability .7. One of these coins is randomly chosen and flipped 10 times.

(a) What is the probability that the coin lands on heads on exactly 7 of the 10 flips?

(b) Given that the first of these 10 flips lands heads, what is the conditional probability that exactly 7 of the 10 flips land on heads?

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There are two possible causes for a breakdown of a machine. To check the first possibility would cost C1 dollars, and, if that were the cause of the breakdown, the trouble could be repaired at a cost of R1 dollars. Similarly, there are costs C2 and R2 associated with the second possibility. Let p and 1 − p denote, respectively, the probabilities that the breakdown is caused by the first and second possibilities. Under what conditions on p, Ci, Ri, i = 1, 2, should we check the first possible cause of breakdown and then the second, as opposed to reversing the checking order, so as to minimize the expected cost involved in returning the machine to working order?

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