The phrase "analysis of the imputed" is correct and usable in written English.
It can be used in contexts related to data analysis, particularly in statistics or research where imputed data is being examined.
Example: "The analysis of the imputed values revealed significant trends that were not apparent in the original dataset."
Alternatives: "examination of the imputed data" or "evaluation of the imputed results."
In this section, we focus on our analysis of the imputed datasets.
In addition to the analysis of the imputed data, a complete case analysis was carried out for comparative purposes.
This increased precision indicates the superior efficiency and statistical power obtained for the analysis of the imputed data.
The analysis of the imputed data set showed that Cronbach's alphas for the child and family sections were 0.92 and 0.84 respectively, and for the whole scale was 0.93.
The data for each variable are tabulated for cases and controls in table 1 together with the percentage of missing data and the single factor ORs adjusted for age and study, together with the corresponding OR derived from analysis of the imputed datasets.
Subsequently, a case control analysis of the imputed sample with cohort as phenotype was done using the Mach2dat software (Li et al. 2010) for dosages and Plink for best-guess to check if there were differences in allele frequencies after imputation.
In the meta-analysis combining the results from all three populations, the power of the region-based strategy was similar to that from a meta-analysis of the imputed SNPs.
The potential bias of the LOCF imputation method was assessed by comparison to the analysis of GIS responders using observed data with no imputation, and analysis of the data imputed as missing equals non-responder.
Finally, we present our analysis of the multiply imputed data.
Final multivariable analyses were conducted using STATA to ensure control of the study design effects, proper analysis of the five imputed datasets and correct estimates of standard errors [29], [30], [31].
Finally, results of the fitted logistic regression analysis of the five imputed data sets were subjected to combining analysis to obtain finalized parameter estimates.
