Testing equality of two normal means using a variance pre-test
โ Scribed by Willem Albers; Pieta C. Boon; Wilbert C.M. Kallenberg
- Publisher
- Elsevier Science
- Year
- 1998
- Tongue
- English
- Weight
- 399 KB
- Volume
- 38
- Category
- Article
- ISSN
- 0167-7152
No coin nor oath required. For personal study only.
โฆ Synopsis
Since the two-sample t-test presupposes equality of variances, often a preliminary F-test is advised to check this assumption. However, very large sample sizes are necessary before this procedure behaves in a satisfactory manner. In the present note this phenomenon is explained using second-order asymptotics. Simple and accurate expressions are derived relating the sample sizes required to the underlying parameters. (~) 1998 Elsevier Science B.V. All rights reserved
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This paper provides an alternative test procedure for the problem of testing normal mean against two-sided alternative with known variance for costly trials. The goal is to carry out the test procedure with a smaller sample size if the alternative is true. The sample size is determined in an adaptiv