Let X denote the vibratory stress (psi) on a wind turbine blade at a particular wind speed in a wind tunnel. Use the Rayleigh distribution, with pdf .
as a model for the x distribution.
(a) Verify that f(x; θ ) is a legitimate pdf.
(b) Suppose θ = 134. What is the probability that X is at most 200? Less than 200? At least 200? (Round your answer to four decimal places.)
(c) What is the probability that X is between 100 and 200 (again assuming θ = 134)? (Round your answer to four decimal places.)
(d) Give an expression for P(X ≤ x).
a) To show that is a legitimate pdf. We need to show that
So,
let
Hence,
b) Before finding the probabilities let us find the cumulative distribution function:
F(x)=
again let
if , then probability that X is at most 200
probability that X is less than 200
, since it is a continuous distribution the equality doesn't matter.
Probability that x is at least 200
c)
Probability that X is between 100 and 200.
d) Already obtained earlier.
Let X denote the vibratory stress (psi) on a wind turbine blade at a particular wind speed in a wind tunnel. Use the Rayleigh distribution, with pdf .
4. (Extra credit) Let X., X2, Xrepresent a random sample from a Rayleigh distribution with pdf f(x, 9) ----**) a) Find the maximum likelihood estimator of b) Find the maximum likelihood estimate of e from the following n=10 observations on vibratory stress of a turbine blade under specified conditions: 17.08 14.43 10.43 20.07 4.79 9.60 6.86 6.71 13.88 11.15
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NOTES Let X denote the distance (m) that an animal moves from its birth site to the first territorial vacancy it encounters. Suppose that for banner-tailed Kangaroorats, X has an exponenti distribution with parameter 1 0.01337 (a) What is the probability that the distance is at most 100 m? At most 200 m? Between 100 and 200 m? (Round your answers to four decimal places) at most 100 m 0.01 X at most 200 m 0.012 between 100 and 200...