Sentence examples for missing values does from inspiring English sources

In this regard, our methodological comparison of imputed values against artificially created missing values does not reflect applied imputation scenarios, where a researcher never really knows how well the imputed values represent what data values would have been had they been present.

MCAR This is the case when the distribution of the missing values does not show any relationship between the observed data and the missing data.

In other words, missing values do not depend on the missing data, yet can be predicted using the observed data.

Furthermore, sensitivity analyses including missing values did not change the overall results.

Because our response matrix had many empty cells – each participant only squatted for four of the eighteen possible recipients – we required a way of ensuring these missing values did not influence the outcome of our analyses.

The substantial differences observed between the distributions when accidents with missing values are included vs. excluded strongly suggest that missing values do not occur due to some random process but rather are caused by victims, rescuers, and eyewitnesses not reporting the absence of obvious clues.

Missing values did not contribute to the QoL information.

Again, missing values did not affect results (data not shown).

Missing values did not cluster around any one disease.

Individuals with missing values did not differ significantly in covariate distribution from included individuals.

Those excluded due to missing values did not differ from those included, by age and sex.