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For instance, validations of self-rated health made us consider it robust and preferable to adjust for self-rated health in all models, even if this is not an indisputable measure of need [ 36].
It was noted that the pH of a 2X SSC solution diluted from 20X SSC pH 7.0 had a pH of ~7.8 and that it was preferable to adjust pH hybridization mix (buffer, formamide, dextran sulfate) directly.
If either of these correlations are 0, V E will also be 0 and the clustering will not need to be included in the analysis in order to obtain valid type I error rates (although it still may be preferable to adjust for this type of clustering as it could increase power or precision).
Likewise, it would have been preferable to adjust the observed association for prematurity; nevertheless in our study inferences remain unaffected both when adjusting for birth weight (as a surrogate for prematurity) as well as when the analyses are restricted to those with a birth weight higher than 2.5 Kg.
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Although some interviewees felt this was preferable to adjusting their medication, the consequences could be unpredictable.
Rothman posits it might be preferable to not adjust for multiple comparisons "because it will lead to fewer errors of interpretation when the data under evaluation are not random numbers but actual observations in nature" [ 48].
Opinion is also divided about which legal approach -- the total return unitrust or the power to adjust -- is preferable.
Though the approach to adjust for compositional bias may be debated, it may be preferable to do so when data are available regarding the distribution of risk variables among the participants and non-participants.
"I'll have to adjust".
"You have to adjust.
One learns to adjust.
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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