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In further analyses, we use regression adjustments to adjust for small imbalances remaining in the matched samples, i.e. we include all matching variables as covariates in the model.
Burnham and Anderson [66] advise an n/k ratio of ∼10 for noisy data, but also suggest that small sample size corrections in the AICc calculation will correctly adjust for small sample size and high numbers of predictors.
Two reviews used the trim and fill method to adjust for small study-effects.
a Yates' correction was used to adjust for small observations in some of the cells.
We used the Bioconductor Limma package to detect differentially expressed genes (DEGs) under a linear model with empirical bayes moderation of the variance similar to ANOVA developed to adjust for small sample size in microarray studies (Smyth, 2004).
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More recently, Moreno et al. used a similar approach to adjust for small-study effects in several conventional MAs of similar interventions and outcomes and illustrated their method using the dataset of Turner et al. [ 39].
Important modifications were: Weight loss of 3 kg (instead of 5 kg) was used to adjust for smaller body size for an East Asian population.
Make sure the bike is the right size for your child and that it is comfortable – brakes, for examople, can be adjusted for small hands.
The spatial scale for each landscape variable was selected using Akaike's information criterion (AIC) adjusted for small sample size (AICc).
We selected the spatial scale and term for each landscape variable using Akaike's information criterion [AIC] adjusted for small sample size [AICc] (Burnham and Anderson 2002).
AIC adjusted for small sample size difference (∆AICc) and Akaike weights (w) were used to assess and select the most parsimonious models (Burnham and Anderson 2004) of occurrence during encamped and traveling modes and for the non-behaviorally adjusted model.
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