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All data entry and most statistical analyses were carried out using ROELEE version 3.1 (available from P.N. Lee Statistics and Computing Ltd, 17 Cedar Road, Sutton, Surrey SM2 5DA, UK).
Most statistical analyses of fMRI data assume that the nature, timing and duration of the psychological processes being studied are known.
You can find those on multiple sites around the web but trust me — as a former technical editor for a laptop magazine that shall remain nameless, most statistical analyses of routers and other devices are fraught with error and/or interference.
We used ANOVAs on repeated measurements (RM ANOVA) for most statistical analyses.
No accurate age estimates could be obtained for 15 individuals from KNP and nine individuals from HiP, reducing the sample size for most statistical analyses to respectively 201 and 161 individuals.
Despite its widespread use and popularity, this approach has disadvantages: the fitting of a polynomial function across a chromosome artificially increases spatial autocorrelation of recombination rate estimates, which renders most statistical analyses using multiple recombination rate estimates derived from this function inappropriate.
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Despite being in use for some 25 years, some of the most common statistical analyses used on fMRI data haven't been fully assessed for accuracy.
Most conventional statistical analyses that take place on the level of hands, digit rays or joints rather than patients violate the assumption that observations should be independent.
Specifically, the original sampling scheme of these imaging genetic studies is primarily the retrospective case-control design, whereas most existing statistical analyses of these studies ignore such sampling scheme by directly correlating imaging phenotypes (called the secondary traits) with genotype.
This approach detracts from most preplanned statistical analyses and may reduce the effective sample size.
The most sophisticated statistical analyses are hardly sufficient to adjust away such confounding, which is generally intractable (6).
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