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Feasibility of the DQI, EQ-5D + C and the QOL-AD were assessed by a missing values analysis.
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For example, missing values could be processed by discretizing continuous variables and creating a missing values category.
When respondents checked the category 'not applicable', the score was replaced by a missing value.
This pseudo-item was given a value equal to the responses of the subjects with this level on the factor and was replaced by a missing value for the other subjects.
Null alleles were suggested to be present at two loci (D14s306 and D6s474), so we manually eliminated all apparent homozygotes at both loci by replacing one allele by a missing value.
Following the initial mapping, potential genotyping errors that may be identified through apparent tight double-crossovers were calculated, and a doubtful genotype having an error LOD of >2 was replaced by a missing value.
If no motif occurs in a training sequence for a particular motif position, the associated nodes in the model are characterized by a missing value in the feature table.
We replaced all scores slower than −3.29 standard deviations or faster than +3.29 standard deviations from a child's mean speed score (see Tabachnick & Fidell, 1996, p. 67) by a missing value.
The low quality (QD < 5) and clustered SNP sites were removed from the genotype data, and the genotypes having lower reliability (GQ < 30) were replaced by a missing value.
Although missing data were not missing (completely) at random because one subject from the control group was not present at pre-test, they were estimated and imputed by a missing value analysis using the regression method with addiction of random residues (SPSS 10.0 Syntax Reference Guide, 1999).
However, because we aim to study the weather-related mortality on a daily basis, we removed these dates from the analysis by imputing a missing value on these days.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com