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. ....

Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter13: Probability And Calculus
Section13.CR: Chapter 13 Review
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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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