Let Y 1 , Y 2 , . . . , Y n be n independent normal

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Let Y1, Y2, . . . , Yn be n independent normal variables with common unknown variance σ2. Let Yi have mean βxi, i = 1, 2, . . ., n, where x1, x2, . . . , xn are known but not all the same and β is an unknown constant. Find the likelihood ratio test for H0 : β = 0 against all alternatives. Show that this likelihood ratio test can be based on a statistic that has a well-known distribution.

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Introduction To Mathematical Statistics

ISBN: 9780321794710

7th Edition

Authors: Robert V., Joseph W. McKean, Allen T. Craig

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