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"Incorporating the sampling design in weighting adjustments for panel attrition", Statistics in Medicine, 34 (28): 3434-3447.
An extension of the empirical best (EB) method for estimation of general non-linear parameters in small areas that handles informative selection by incorporating the sampling weights is proposed.
Analyses were performed incorporating the sampling weights (8-year combined weights) to obtain unbiased estimates from the complex NHANES sampling design using StataSE (version 10.0; StataCorporation, College Station, TX) and R (version 2; Free Software Foundation, Boston, MA).
The GeoSSE algorithm can account for missing species by incorporating the sampling frequency of the phylogeny in the likelihood estimations.
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Afterwards, Carey and Hall began incorporating the sample into the lyrics and melody she had already produced.
These procedures allow incorporating the sample design by specifying the age-ethnicity strata and sampling weights.
SUDAAN calculates variance estimates after incorporating the sample population weights, nonresponse rates, and sample design effects.
Inspired by this, we propose a new estimation method by incorporating the sample size.
A recent study incorporating the samples from Gibbs et al. identified a series of genes where expression levels correlated with age in both the frontal cortex and cerebellum.
Although incorporating the sample weights into the analyses is recommended when the goal is to obtain unbiased national estimates, this also has the limitation of decreasing the statistical power of the study.
Redefining the scores for gene set and the classification rules in TSP family classifiers by incorporating the sample size information can lead to better selection of informative genes and classification accuracy.
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