Publication: Bootstraping the general linear hypothesis test
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1993-02
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Abstract
We discuss the use of bootstrap methodology in hypothesis testing, focusing on the classical F-test for linear hypotheses in the linear model. A modification of the F-statistics which allows for resampling under the null hypothesis is proposed. This approach is specifically considered in the one-way analysis of variance model. A simulation study illustrating the behaviour of our proposal is presented.
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Bootstrap, F-test, General linear hypothesis, Hypothesis testing, Linear model, One-way model, Resampling