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The findings demonstrate that the proposed procedure controls for artefactual scale use differences across groups but does not eliminate substantive differences.
The results from the cross-validation procedure are likely to be underestimates, since this procedure controls for all other potential covariates before adding genetics to the model; therefore it is these cross-validation results that give us confidence that genetics indeed adds predictive value.
This estimation procedure controls for data dependencies between firm observations from the same country and the same decade.
This procedure controls for the standing pyruvate contamination but does not account for the relatively slow spontaneous decarboxylation during the assay.
The GEE procedure controls for the lack of independence among the samples [ 20] (i.e. the possibility that service providers could have responded once, twice or three times over the three-year data collection period).
In the case of dependency, all the multiple-testing procedures not accounting for the dependency structure are suboptimal (Wei et al. 2009), meaning that if the procedure controls for the FDR for a given level, it does not minimize the false nondiscovery rate.
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Adjustments of multiple pair-wise comparisons were made using the Benjamini-Hochberg procedure controlling for false discovery rate, which are more reliable than classical Bonferoni procedures60.
Each family was tested using the Hochberg procedure controlling for multiplicity at the 2.5% significance level.
The incidence or prevalence in the four intervention groups was compared by using binomial logistic regression and the events/trials syntax for the response variable (SAS GLIMMIX procedure), controlling for baseline characteristics and allowing for overdispersion.
These procedures control for physiological differences between corals resulting from environmental sampling, allowing us to compare transcriptional statuses between colonies.
If an item is biased, the effect of ethnicity could be partialed out of it using standard regression procedures (controlling for the effect of ethnicity).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com