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Anyway, the differences between self-employed workers and salary workers in the percentage of imputation over the total food expenditures are practically null.6 We also show results with and without meals away home included in the household food expenditures.
We conducted nearest-neighbor imputation over a large region in the Pacific Northwest, USA, to investigate effects of imputation grain (single pixel or kernel); inclusion of heterogeneous plots; accuracy assessment grain and extent; and value of k (k = 1 and k = 5), where k is the number of nearest-neighbor plots.
We therefore undertook multiple missing values imputation over 100 iterations prior to performing univariable and multivariable analyses.
An advantage of multiple imputation over single imputation methods is that it allows for the uncertainty of the values that are used to substitute the missing values [ 41].
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The advantage of multiple imputations over single imputation is that the missing covariate values are imputed several times.
Using the HF2 filter, we found that Z-closure had a higher false positive rate than Q-imputation over a range of parameter combinations.
The rule stated that in the case of multiple conflicting imputations over the course of a patient's chart history for a variable, the true value would be "yes" if any of those records stated "yes".
In biparental mapping populations of species with a reference genome, this can be done with extremely high accuracy [5], and even in more diverse material, imputation accuracies over 99% permit low coverage.
SLRP excels in imputation accuracy over Beagle and Mach.
The results in Table 3 show the superiority of our combination of feature set, classifier and imputation method over previous work on host pathogen PPI prediction.
Empirical studies also have shown that using an internal reference panel drawn from a subset of the sample under study, in addition to an external reference panel, gives rise to an increase in imputation accuracy over using the external reference panel alone (Fridley et al. 2010; Sampson et al. 2012; Duan et al. 2013; Kreiner-Møller et al. 2015, Pistis et al. 2015).
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