Sentence examples for missing values therefore from inspiring English sources

No data imputation was performed for missing values; therefore, the final multilevel model was based on the sole 2026 participants with no missing values in all the variables included.

Absent and marginal calls in the gene expression measurements were considered as missing values, therefore different gene pairs had different samples from which a joint correlation can be calculated.

Some variables had missing values and, therefore, we used imputation methods using the other variables (plus whether the patients considered the headaches to be psychological in cause) in Stata v10 to estimate these values.

Missing values were therefore substituted using Expectation Maximisation (EM).

The risk of data bias due to missing values was therefore regarded as acceptably low.

Percentages are valid percent, missing values excluded, therefore the sum of n is not always the sum of participants.

Some of the covariates had missing values and, therefore, to avoid excluding relevant participants, we included dummy variables to indicate that the covariate had a missing value.

Missing values were therefore imputed with regressions based on 15 independent variables (sex, age, weight, height and 11 diabetes-related complications).

The regression models used to estimate the missing values are therefore giving the exact values that one would expect and do not allow for random variation in the realised values.

PROC GLIMMIX does not permit missing values on predictors, therefore, we implicitly assume that covariate nonresponse was missing completely at random [19].

Thirteen of them had major missing values and were therefore excluded from the present analysis.