Problem 7. Consider a random sample X1, X2, Xn from the shifted exponential distribution with the following probability density function where and > 0. f(x; 0,2) = = Sle-(x-0) X ≥ 0 , (o, otherwise A random sample of ten observations provides x₁ = 3.11, x2 = 0.64, x3 = 2.55, x4 = 2.20, X5 = 5.44, x6 = 3.42, x7 = 10.39, x8 = 8.93, x9= 17.82, X10 = 1.30. 3 a. Use the method of moments to obtain estimates of 0 and λ from the random sample X1, X2, ..., Xn and compute the values of the estimates for the given data, respectively. b. Obtain the maximum likelihood estimates of 0 and λ from the random sample X1, X2, ..., Xn and compute the values of the estimates for the given data, respectively.
Problem 7. Consider a random sample X1, X2, Xn from the shifted exponential distribution with the following probability density function where and > 0. f(x; 0,2) = = Sle-(x-0) X ≥ 0 , (o, otherwise A random sample of ten observations provides x₁ = 3.11, x2 = 0.64, x3 = 2.55, x4 = 2.20, X5 = 5.44, x6 = 3.42, x7 = 10.39, x8 = 8.93, x9= 17.82, X10 = 1.30. 3 a. Use the method of moments to obtain estimates of 0 and λ from the random sample X1, X2, ..., Xn and compute the values of the estimates for the given data, respectively. b. Obtain the maximum likelihood estimates of 0 and λ from the random sample X1, X2, ..., Xn and compute the values of the estimates for the given data, respectively.
A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
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Transcribed Image Text:Problem 7. Consider a random sample X1, X2, Xn from the shifted exponential
distribution with the following probability density function
where and > 0.
f(x; 0,2) =
=
Sle-(x-0) X ≥ 0
,
(o,
otherwise
A random sample of ten observations provides x₁ = 3.11, x2 = 0.64, x3 = 2.55, x4 = 2.20,
X5 = 5.44, x6 = 3.42, x7 = 10.39, x8 = 8.93, x9= 17.82, X10 = 1.30.
3
a. Use the method of moments to obtain estimates of 0 and λ from the random
sample X1, X2, ..., Xn and compute the values of the estimates for the given data,
respectively.
b. Obtain the maximum likelihood estimates of 0 and λ from the random sample X1,
X2, ..., Xn and compute the values of the estimates for the given data,
respectively.
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