If X1,...,Xn and Y1,...,Yn are samples from N(, 2) and N(, 2) respectively, the problem of
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If X1,...,Xn and Y1,...,Yn are samples from N(ξ, σ2) and N(η, τ 2) respectively, the problem of testing τ 2 = σ2 against the two-sided alternatives τ 2 = σ2 remains invariant under the group G generated by the transformations X
i = aXi +
b, Y
i = aYi +
c, (a = 0), and X
i = Yi, Y
i = Xi.
There exists a UMP invariant test under G with rejection region W = max (Yi − Y¯ )
2
(Xi = X¯)
,
(Xi = X¯)
2
(Yi − Y¯ )2
≥ k.
[The ratio of the probability densities of W for τ 2/σ2 = ∆ and τ 2/σ2 = 1 is proportional to [(1 + w)/(∆ + w)]n−1 + [(1 + w)/(1 + ∆w)]n−1 for w ≥ 1. The derivative of this expression is ≥ 0 for all ∆.]
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Related Book For
Testing Statistical Hypotheses
ISBN: 9781441931788
3rd Edition
Authors: Erich L. Lehmann, Joseph P. Romano
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