Sentence examples for part of the imputation process from inspiring English sources

A critical part of the imputation process is the inclusion of those variables that are correlated with missingness as well as the interactions to be used in the analysis process.

This appears to be a function of simplicity and stability of the imputation process.

Performance of the imputation process was evaluated using multiple imputation as outlined below [32].

The details of the imputation process extracted from the identified articles are summarised in Table  4.

(See supplementary file appendix A for the results of the imputation process).

A more detailed description of the imputation process can be found elsewhere [ 31].

With regard to the imputation model, our findings suggest that part of the standard imputation process should involve a systematic search for items that may be correlated with the key response measure.

This work also considers three different mechanisms governing the distribution of missing values in a dataset, and examines the impact of noise on the imputation process.

Extensions to this simple approach would involve, for instance, considering the role of the outcome variable in the imputation process.

One aspect common to most imputation methods is the use of demographic variables in the imputation process.

This result could be expected because IMS is the only imputation method (with WORST) that does not incorporate the difficulty of the items in the imputation process.