Suppose the random variable, X, follows an exponential distribution with mean 0 (0 ≤ 0<∞). Let X₁, X₂,..., X, be a random sample of size n from the population of X. (e) If Y₁, Y₂...., Y is a random sample from another exponential distribution with mean 6, find the likelihood ratio criterion for testing Ho: 0= 6 versus H₁: 06. (Note here you need to use both samples - X₁, X2,..., X₁, and Y₁, Y2,..., Ym to test the equality of the two population means.) (f) Using the sampling distributions of 2nX and my under Ho: 0= 6, show that the above test in part (e) is based on an F statistic. [Hint: Both statistics follow x² distributions independently.]

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Suppose the random variable, X, follows an exponential distribution with mean 0 (0 ≤
0<∞). Let X₁, X₂,..., X₁, be a random sample of size n from the population of X.
(e) If Y₁, Y2...., Ym is a random sample from another exponential distribution with
mean 6, find the likelihood ratio criterion for testing Ho: 0= 6 versus H₁ : 06.
(Note here you need to use both samples - X₁, X2, Xn and Y₁, Y2, ..., Ym to test
the equality of the two population means.)
(f) Using the sampling distributions of nX and mY under Ho: 0= 6, show that the
above test in part (e) is based on an F statistic. [Hint: Both statistics follow x²
distributions independently.]
Transcribed Image Text:Suppose the random variable, X, follows an exponential distribution with mean 0 (0 ≤ 0<∞). Let X₁, X₂,..., X₁, be a random sample of size n from the population of X. (e) If Y₁, Y2...., Ym is a random sample from another exponential distribution with mean 6, find the likelihood ratio criterion for testing Ho: 0= 6 versus H₁ : 06. (Note here you need to use both samples - X₁, X2, Xn and Y₁, Y2, ..., Ym to test the equality of the two population means.) (f) Using the sampling distributions of nX and mY under Ho: 0= 6, show that the above test in part (e) is based on an F statistic. [Hint: Both statistics follow x² distributions independently.]
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