Title of article
Optimal asymmetric one-sided group sequential tests
Author/Authors
Barber، Stuart نويسنده , , Jennison، Christopher نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2002
Pages
-48
From page
49
To page
0
Abstract
We extend the optimal symmetric group sequential tests of Eales & Jennison (1992) to the broader class of asymmetric designs. Two forms of asymmetry are considered, involving unequal type I and type II error rates and different emphases on expected sample sizes at the null and alternative hypotheses.We discuss the properties of our optimal designs and use them to assess the efficiency of the family of tests proposed by Pampallona & Tsiatis (1994) and two families of one -sided tests defined through error spending functions. We show that the error spending designs are highly efficient, while the easily implemented tests of Pampallona & Tsiatis are a little less efficient but still not far from optimal. Our results demonstrate that asymmetric designs can decrease the expected sample size under one hypothesis, but only at the expense of a significantly larger expected sample size under the other hypothesis.
Keywords
Error spending , Interim analysis , Optimal group sequential test , One-sided test , Unequal error rates , Asymmetric test , Backwards induction , Bayes decision problem
Journal title
Biometrika
Serial Year
2002
Journal title
Biometrika
Record number
71728
Link To Document