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Small-Sample Corrections for Score Tests in Birnbaum–Saunders Regressions
Authors:Artur J Lemonte
Institution:Departamento de Estatística , Universidade de S?o Paulo , S?o Paulo , Brazil
Abstract:In this article, we deal with the issue of performing accurate small-sample inference in the Birnbaum–Saunders regression model, which can be useful for modeling lifetime or reliability data. We derive a Bartlett-type correction for the score test and numerically compare the corrected test with the usual score test and some other competitors.
Keywords:Bartlett-type correction  Birnbaum–Saunders distribution  Chi-square distribution  Fatigue life distribution  Lifetime data  Likelihood ratio test  Reliability data  Score test
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