Problem 15. Let X denote the vibratory stress of a turbine blade under specified conditions. Suppose the probability density function of X is (x x² f(x; 0) = √½e 20, X ≥0 otherwise 10.23, X3 where > 0. A random sample of ten observations yields x1 = 16.88, x2 = 4.59, x4 = 6.66, x5 = 13.68, x6 = 14.23, x7 = 19.87, x8 = 9.40, x9= 6.51, x10 = 10.95. a. Use the method of moments to obtain an estimate of 0 from a random sample of size n, say, X1, X2, . Xn and compute the value of the estimate for the given data 00 ... x² (you can use So e 2 dx = 原 b. Obtain the maximum likelihood estimate of 0 from a random sample of size n, say, X1, X2, Xn and compute the value of the estimate for the given data. ....

A First Course in Probability (10th Edition)
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Author:Sheldon Ross
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Chapter1: Combinatorial Analysis
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Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
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Problem 15. Let X denote the vibratory stress of a turbine blade under specified
conditions. Suppose the probability density function of X is
(x x²
f(x; 0) = √½e 20,
X ≥0
otherwise
10.23, X3
where > 0. A random sample of ten observations yields x1 = 16.88, x2 =
4.59, x4 = 6.66, x5 = 13.68, x6 = 14.23, x7 = 19.87, x8 = 9.40, x9= 6.51, x10 = 10.95.
a.
Use the method of moments to obtain an estimate of 0 from a random sample of
size n, say, X1, X2, . Xn and compute the value of the estimate for the given data
00
...
x²
(you can use So e 2 dx =
原
b. Obtain the maximum likelihood estimate of 0 from a random sample of size n,
say, X1, X2,
Xn and compute the value of the estimate for the given data.
....
Transcribed Image Text:Problem 15. Let X denote the vibratory stress of a turbine blade under specified conditions. Suppose the probability density function of X is (x x² f(x; 0) = √½e 20, X ≥0 otherwise 10.23, X3 where > 0. A random sample of ten observations yields x1 = 16.88, x2 = 4.59, x4 = 6.66, x5 = 13.68, x6 = 14.23, x7 = 19.87, x8 = 9.40, x9= 6.51, x10 = 10.95. a. Use the method of moments to obtain an estimate of 0 from a random sample of size n, say, X1, X2, . Xn and compute the value of the estimate for the given data 00 ... x² (you can use So e 2 dx = 原 b. Obtain the maximum likelihood estimate of 0 from a random sample of size n, say, X1, X2, Xn and compute the value of the estimate for the given data. ....
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