Sentence examples for missing covariates included from inspiring English sources

Due to missing covariates included in the scientific model, 26,569 were further excluded, yielding a final analytic data set of N=115,655 (15.2% missing).

†Multiple imputation of missing covariate data, including all 6891 participants.

It is possible to extend the MI method presented in this paper by adding extra regression models, one for each partly missing covariate, and include all the established relationships in the imputation model.

Missing covariate data were included in models by use of indicator variables.

The large amount of missing data could potentially have introduced bias into the analyses, but sensitivity analysis showed that results were similar when patients with missing covariate data were included in the model.

Table 1 compares characteristics of this sample with those subjects who were not included due to missing covariates or CBCL data (n = 364).

I include indicators for missing covariates and assign missing observations the sample mean (continuous) or mode (binary) in the regression models.

Of the 271, 19 pairs had missing data for covariates included in the subsequent multiple regression analysis.

From each analysis of solid tumours we further excluded women with missing information on covariates included in the respective multivariate model.

We excluded 1,883 subjects with diabetes, 952 with CVD, and 3,329 with missing data for covariates included in the multivariable model.

We then did the multivariate logistic regression including the imputed values for those missing covariates.