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Furthermore, sensitivity analyses in which imputed values were set to the alternative value did not change our findings.
The SNP panels used were derived from SNPs identified as being associated with breast cancer risk from studies of Caucasian women [ 13] and for which imputed genotypes were available in WHI SHARe.
The analyses were run separately for participants for whom the registers provided information on occupational branch and for the total sample in which imputed data on occupational branch were utilised for the comparison group.
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Missing data were imputed for discrimination and CES-D using the individual mean imputation method, which imputes a value based on how a subject responds to other questions.
Recently, researchers proposed a new MM-based imputation method, called BLIMP, which imputes genotypes/allele frequencies for unmeasured SNPs by using the conditional expectation formula for multivariate normal variates (Wen and Stephens, 2010).
For the ITT analyses, we will apply the multiple imputations procedure (MICE) of STATA, which imputes missing data using all available data on a person.
For the ITT analyses, we will apply the multiple imputations procedure (MICE) of STATA, which imputes missing data using all available baseline variables (sociodemographic and health- and cannabis-related variables).
In this paper, we compare a standard implementation of MICE with imputation using missForest, and we propose a new version of MICE which imputes each variable using random forest.
To increase coverage in the targeted genomic areas, we used the imputation approach implemented in MACH [Li et al., 2006], which imputes genotypes of SNPs that are not directly genotyped in the data set, but that are present on a reference panel.
In 2009 their per song royalty rate was.093 cents per song which imputes that Pandora transmitted 29.8 billions songs.
Therefore it is necessary to make use of methods which impute missing values.
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