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Neither the relative mean CVL nor variations in the mean changed when using the imputed values.
As mentioned above, there was significant missing data for maternal education and household income reflecting the response rate to the Parental Questionnaire and so we present findings using the imputed values.
In state-based imputation, the clean speech is imputed for every state s, followed by calculating the likelihoods using the imputed values, which will be utilized to expand hypotheses in the search space during decoding.
Missing CD4 cell percentage values at baseline were imputed using the multivariate normal method, and the multivariate Cox model for the first year was re-run using the imputed values and compared with the multivariate Cox model using the original data, and similar results were obtained (Table 4).
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In addition to making runs using the imputed CO values provided to us, we also made runs using one set of CO values we imputed for nondetects.
29 Using the imputed correlation coefficient values, we thereafter calculated SDs for the change from baseline for the studies with missing SDs.
Data are then analysed using these imputed values.
We used the imputed 'dosage' values (that is, the means of the distribution of imputed genotypes) in association analyses, which allows for uncertainty about the true genotype to be incorporated into the association test (41).
The sensitivity analysis using different imputed values for undetectable viral loads demonstrates that using different values does not affect the finding that RT-PCR has a greater CV in these stable patients on invariant therapy who entered the observation period with undetectable pVL (see Table 2).
We compared the factor analyses of the original dataset with the one using imputed values.
Using an imputed value for the fifth lumbar disc based on the mean value of the measured four discs, values for disc height loss and anterior and posterior osteophytes were summed over five lumbar disc levels.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com