Sentence examples for various imputation models from inspiring English sources

The estimates were robust to the various imputation models investigated and to the scenarios of nonignorable missing data.

Another important point to remember concerns the order in which the imputation models should be imputed.

36 The potential effects of missing data will be explored under various models for nonignorable missing data mechanisms and through multiple imputation models under ignorable missing data assumptions.

The potential effects of missing data will be explored under various models for nonignorable missing data mechanisms, and through multiple imputation models under ignorable missing data assumptions [ 51].

The prevalence of high depressive symptoms (score ≥16, hDS) was estimated after applying various methods for ignorable missing data including multiple imputation using imputation models with CES-D items with or without covariates.

We imputed the missing data using four different imputation models.

(We discuss choice of imputation models and the number of imputations later in this paper).

We included all variables in the multiple imputation models.

Checking the imputation models encompasses the following steps: 1. Checking for convergence: The imputation model must run successfully.

This may likewise occur with spatial imputation models and it is suggested that future research explore alternative imputation models for the non-living C stocks in forest ecosystems.

Because only CD4count was used in the imputation models, this was actually single imputation.