Naive application of permutation testing leads to inflated type I error rates
- PMID: 18202402
- PMCID: PMC2206111
- DOI: 10.1534/genetics.107.074609
Naive application of permutation testing leads to inflated type I error rates
Abstract
Failure to account for family structure within populations or in complex mating designs via uninformed applications of permutation testing will lead to inflated type I error rates. Careful consideration of the design factors is essential since some situations allow several valid permutation strategies, and the choice that maximizes statistical power will not always be intuitive.
References
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- Anderson, M. J., and C. J. F. Ter Braak, 2003. Permutation tests for multi-factorial analysis of variance. J. Statist. Comput. Simul. 73(2): 85–113.
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- Belknap, J. K., 1998. Effect of within-strain sample size on QTL detection and mapping using recombinant inbred mouse strains. Behav. Genet. 28(1): 29–38. - PubMed
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- Fisher, R. A., 1935. The Design of Experiments, Ed. 3. Oliver & Boyd, London.
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