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Bootstrapping the general linear hypothesis test

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Delicado, Pedro and Río Bueno , Manuel del (1994) Bootstrapping the general linear hypothesis test. Computational Statistics and Data Analysis, 18 (3). 305-316 . ISSN 0167-9473

Official URL: http://www.sciencedirect.com/science/article/pii/0167947394900655


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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.


Item Type:Article
Uncontrolled Keywords:Bootstrap; F-test; General linear hypothesis; Hypothesis testing; Linear model; One-way model; Resampling; Homogeneity; Models
Subjects:Sciences > Mathematics > Operations research
ID Code:17632
Deposited On:14 Jan 2013 09:11
Last Modified:14 Jan 2013 09:11

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