Sentence examples similar to missing data handling methods from inspiring English sources

Wothke has shown that no other missing data handling method, regardless of missing data mechanism, performs better [ 88].

Sensitivity analyses showed our findings were robust for the choice of estimation method and missing data handling.

A review of publications from cohort studies with exposures measured in multiple follow-up waves by Karahalios et al. [ 2], points out the continuing use of inappropriate methods of missing data handling and the lack of adherence to the STROBE guidelines.

To demonstrate that there was minimal bias from using listwise deletion to handle the missing data several methods to address missing data were used and the results of the analyses based on each of the methods were compared.

For analysis involving IHNI measures, missing data were handled according to the methods used in previous SATH-CAP analyses [ 18].

Questionnaires with missing data were handled according to imputation method recommended by the developers.

For each article we determined the magnitude of missing data and method(s) for handling missing data in the principal analysis.

The performance of GEE method and RELR is compared after missing data are handled by the above strategies.

The missing data was handled with pairwise deletion.

If any of the items were unclear, including the amount of missing data and method used to handle missing data, we specified it as 'unclear'unclear

27 We handled missing data by the method of multiple imputation.