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Erschienen in:
2021 | OriginalPaper | Buchkapitel
One-Way Repeated Measures ANOVA for Functional Data
verfasst von : Łukasz Smaga
Erschienen in: Data Analysis and Rationality in a Complex World
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Abstract
In this paper, the one-way repeated measures analysis of variance for functional data is considered. For this problem, the new test statistics are obtained by integrating and taking supremum of the constructed pointwise test statistic. To approximate the null distributions of the test statistics and construct the testing procedures, different bootstrap and permutation methods are used. The performance of the new tests and their comparisons with the known testing procedures in terms of size control and power is established in simulation studies. These studies indicate that the new tests may have different finite sample properties, but they are usually more powerful than the tests proposed in the literature.