Sentence examples for increased missing data from inspiring English sources

It is, however, possible that the administration of additional caregiver-reported measures would have presented an excessive burden to parents or caregivers of seriously ill children, and more questionnaires may have affected the response rate and increased missing data.

The 2 1 ratio was used to account for the likelihood of increased missing data from self-completed PU-QOLs [ 20].

Pre- and post-trip samples were analyzed separately (i.e., change analyses were not performed) based on the anticipated reduction in statistical power due to increased missing data and numbers of confounders required in a single model (i.e., 2 days of confounders per change score).

Other studies have also identified moderate attrition rates with men and concluded that studies including both fathers and mothers are challenged with a generalisability problem concerning the role of the father, because there are usually increased missing data on the fathers [ 33, 74].

Non-response can lead to selection bias, and if added to the attrition process [ 32] can contribute to increasing missing data over time.

The RMSE also increased with increasing amounts of missing data.

In the present analysis, the increasing levels of missing data with increasing follow-up time pose some limitation.

The statistical power of the LPCM method increased with intermittent missing data.

For example, it could show that certain categories in previous surveys are associated with increased risk of missing data in subsequent surveys.

For model 2, data imputation was performed (due to the increased rate of missing data, which did not permit validation of the scale) considering data as missing not at random (MNAR) and using a method based on the Item Response Theory (IRT) models such as the one parameter logistic model [ 26].

The effect of an increased stringency regarding missing data (rows 2 5) was a decrease in heterozygote excess, at the cost of reduced sequence length, as shown by the average number of complete codon sites (with no missing data) per gene (table 3, column 5).