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Exact(5)
When establishing the fraction of missingness, we can impute almost any fraction of missing data, provided that we do the imputation correctly and do not violate the assumption of MAR.
However, sensitivity analyses accounting for missing data provided no evidence that missing data introduced bias.
If more than 5% of data are missing for a particular analysis, multiple imputation will be used to account for missing data, provided the assumption of missing at random appears plausible.
Although using state-of-the-art methods for imputing missing data provided us with the best estimation of real data, also correcting for differences in study attrition in the intervention and control group, we should acknowledge that having "true" data are preferable in any case.
Results under S2 (unbalanced design) and S3 (missing data) provided a similar trend with and expectable power loss (Table 1).
Similar(55)
The implications of the high attrition rate on the results of this trial are difficult to predict, however the analyses demonstrate that the results are not sensitive to the different assumptions for missing data providing confidence in the data.
In total 4,362 SNPs for the Winter- type, and 4,574 SNPs for the Spring type lines distributed across the barley genome satisfied the criteria of having a minimum allele frequency of >0.1 and less than 5% missing data providing an average marker density of approximately 3 4 SNPs/cM.
However, the data from other studies on prevalence rates in Myanmar and Thailand are not very informative given the fact that confidence intervals are not provided The reasons for non-participation and missing data are provided for each of those who did not complete the screening.
Until the missing data is provided, the government cannot determine whether the student qualifies for federal aid.
A brief overview of the general statistical considerations related to the intent of use, test development versus validation, different types of biases, and issues with missing data are provided.
The missing data were provided by one of them.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com