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Studies conducted among pre-transitional populations tend not to compare the effects of death and divorce directly; usually only one type of father absence is considered with regard to children's outcomes (perhaps because sample sizes tend to be smaller when pre-transitional populations are studied), although for a recent exception, see Shenk et al. (2013).
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Finally, in a meta-analysis of published studies, publication bias could be of concern because studies with null results or small sample sizes tend not to be published.
In addition, sample sizes tend to be small.
Due to the nature of the components being inspected, sample sizes tend to be much lower.
PLS is useful in a context where subject sample sizes tend to be small.
As with most statistical techniques, larger sample sizes tend to lead to better performance.
Larger training sample sizes tend to increase accuracy, but simulations suggest that, in some cases, small training sample sizes can be just as accurate [ 32].
This means that published studies with small sample sizes tend to have larger and more favourable effects compared to studies with larger sample sizes.
In this review, studies with smaller sample sizes tended to have higher prevalence estimates.
These regression techniques estimate class probabilities asymptotically correctly when the sample size tends to infinity.
In particular, the mean sample size tended to be larger the original planned sample size in situations where the misspecification was leading to a more balanced design.
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CEO of Professional Science Editing for Scientists @ prosciediting.com