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The generalized estimating equations (GEE) method [ 40] was used to correct for correlations due to family relations.
Linear correlations were evaluated by Pearson's R. To correct for correlations calculated at multiple time points, correlations with p-values < 0.01 were considered significant.
Consequently, utilizing normalization strategies based on Lowess would possibly correct for correlations between M and A related to genomic imbalances, resulting in loss of biologically relevant variation.
Hoff and colleagues note that they considered their measures to be independent, but their reasons are not relevant to the problems imposed by failing to correct for correlations.
Standard errors in the multivariable models were calculated using bootstrapping with 1000 repetitions to correct for correlations between repeated measures in each camp.
To correct for correlations that result from repeated measurements on the same group of flies, first-order autoregressive error structure was fit to the model using the corAR1 function from the R package lme4 [ 50].
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For every variable, robust standard errors were calculated to correct for correlation between different treatment periods (ABZ or WW) of the same subject.
Random effects hierarchal analyses aim to correct for correlation of observations and account for unmeasured differences in level-specific characteristics [ 30].
For household, exit and patient observations data, we will calculate robust standard errors, clustered at the facility level, to correct for correlation of the error terms across patients within facilities, and across households in facility catchment areas.
A multilevel model (to correct for correlation between measurements) with a link function (as cost-data will not be normally distributed) is used to obtain parameter estimates, likelihood and p-values for the costs and effects.
The RF estimate ĝc that is corrected for correlations only has a weaker surround than the actual RF g, while the RF estimate corrected for both correlations and asymmetries ĝcs and the actual RF are similar.
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CEO of Professional Science Editing for Scientists @ prosciediting.com