Sentence examples for and extent of missing from inspiring English sources
The survey response rate was high and extent of missing data was minimal.
We examined the pattern and extent of missing data and considered its potential impact on our results.
COMPARE uses logistic-regression to perform inference of site-specific methylation tendencies and incorporates the regional observed methylation values and extent of missing data.
However, there were differences between sources in the classification of tests as screening and the extent of missing information.
We assessed acceptability for the UK population by looking at completion rates and the extent of missing data.
The distribution of responses and the extent of missing data for the 5 EPBD items that use a NRS were examined to identify potential response anomalies, such as floor or ceiling effects.
The results of sensitivity analyses, including the complete case analysis, suggested that use of a multiple imputation method for dealing with missing data was not necessary in this dataset and may in any case not be appropriate, given the association between bisphosphonate use and the extent of missing data on potential confounding variables.
Use of clinical records reduced the data collection burden and minimised the extent of missing data, but may be viewed as less robust than a prospective study.
To confirm input accuracy, all entries were checked against source, and basic frequencies were run on all outcome measures and demographics to inspect the initial spread of responses, check for outliers and determine the extent of missing data.
Analysis of missing data indicated that cases with missing data were statistically significantly different, and worse, in terms of health and urinary symptoms (the extent of missing data in the symptom and QOL data was minimal).
Extending WGP models for complex human traits to explicitly model heterogeneous residual variances across environments could potentially help account for still-unexplained variance, and thus affect the extent of missing heritability in human populations.
