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The best choice for a test statistics is the one that has the highest statistical power (SP) and the lowest false discovery rate (FDR) [ 21].
The frequency of the IL-1β − 511 TT genotype resulted significantly higher than other genotypes only when the Caucasian studies with the highest statistical power were included in the subgroup analysis (OR = 1.32; 95% C.I.: 1.03 1.69; p = 0.03), with no evidence of between-study heterogeneity.
We subsequently applied the methods that yielded the highest statistical power to a trans-ethnic meta-analysis of seven GWAS in type 2 diabetes, and showed that these methods identified bona fide associations that would otherwise have been missed by the classical strategies.
Experimental treatments (Bd+) had a higher level of replication than control treatments (Bd−) because we wanted the highest statistical power for the comparison of most interest, i.e. does the presence of microbiota reduce the effects of chytridiomycosis?
ANCOVA has the highest statistical power.
As has been previously reported [ 6], ANCOVA has the highest statistical power.
Similar(43)
Since the number of differentially expressed genes for σ wtrep is increased for the same cutoff criteria, this statistic exhibited a higher statistical power.
The method is further validated against published datasets and through simulation, and exhibits higher statistical power than conventional inferential statistics.
We showed that hiMAC is a powerful method to study cell cycle phase-dependent cellular processes with high statistical power.
All the tests that resulted to be significant had asymptotically high statistical power.
It considerably reduces genotyping costs while maintaining high statistical power.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com