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Statistical Mechanics
Introduction to Probability Models
85 SOLVED PROBLEMS
Question: 3.27
In an election, candidate A receives n votes, and candidate B receives m votes where n > m. Assuming that all orderings are equally likely, show that the probability that A is always ahead in the count of votes is (n − m)/(n + m). ...
Verified Answer:
Let
P_{n,m}
denote the desired prob...
Question: 3.22
An insurance company supposes that the number of accidents that each of its policyholders will have in a year is Poisson distributed, with the mean of the Poisson depending on the policyholder. If the Poisson mean of a randomly chosen policyholder has a gamma distribution with density function ...
Verified Answer:
Let X denote the number of accidents that a random...
Question: 2.27
(Variance of the Normal Random Variable) Let X be normally distributed with parameters μ and σ². Find Var(X). ...
Verified Answer:
Recalling (see Example 2.22) that E[X] = μ, we hav...
Question: 3.19
(The Variance of a Compound Random Variable) Let X1, X2, … be independent and identically distributed random variables with distribution F having mean μ and variance σ², and assume that they are independent of the nonnegative integer valued random variable N. As noted in Example 3.11, where its ...
Verified Answer:
Whereas we could obtain
E[S^{2}]
by...
Question: 3.18
Independent trials, each resulting in a success with probability p, are performed in sequence. Let N be the trial number of the first success. Find Var(N). ...
Verified Answer:
Let Y = 1 if the first trial results in a success,...
Question: 3.15
Independent trials, each of which is a success with probability p, are performed until there are k consecutive successes. What is the mean number of necessary trials? ...
Verified Answer:
Let
N_{k}
denote the number of nece...
Question: 3.21
Suppose that X and Y are independent continuous random variables having densities fX and fY, respectively. Compute P{X < Y}. ...
Verified Answer:
Conditioning on the value of Y yields
P\{X\...
Question: 3.17
In the match problem of Example 2.31 involving n, n > 1, individuals, find the conditional expected number of matches given that the first person did not have a match. ...
Verified Answer:
Let X denote the number of matches, and let [latex...
Question: 3.13
A miner is trapped in a mine containing three doors. The first door leads to a tunnel that takes him to safety after two hours of travel. The second door leads to a tunnel that returns him to the mine after three hours of travel. The third door leads to a tunnel that returns him to his mine after ...
Verified Answer:
Let X denote the time until the miner reaches safe...
Question: 3.9
Let X1 and X2 be independent exponential random variables with rates μ1 and μ2. Find the conditional density of X1 given that X1 + X2 = t. ...
Verified Answer:
To begin, let us first note that if f(x, y) is the...
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