Sentence examples for mechanisms of missing from inspiring English sources

Usually, there exist three mechanisms of missing data, namely, Missing Completely At Random (MCAR), Missing At Random (MAR), and Missing Not At Random (MNAR) [23].

The mechanisms of non-response may be considered analogous to mechanisms of missing data [ 19].

Rubin [ 1] defines three main mechanisms of missing data: missing completely at random (MCAR), missing at random (MAR) and missing not at random (MNAR).

The three mechanisms of missing data are missing completely at random (MCAR), missing at random (MAR) and missing not at random (MNAR) [ 1].

In a recent review, Enders suggested using MI methods instead of complete case analysis and that the choice of MI method should depend on context and assumptions behind the mechanisms of missing data.

In the larger trials the mechanism of missing data was much more consistent across assessments.

If the overall mechanism of missing data is of interest then Little's test should be used.

The mechanism of missing data within a particular trial did differ at different assessments using Ridout of Fairclough logistic regression.

Mechanism of missing data on major outcomes will be examined by sensitivity analysis, to inform adequate imputation procedures.

An analysis will be realized to determine the mechanism of missing data The method of scoring could take into account the mechanism of missing data highlighted for example using multiple imputations taking into account factors linked to the occurrence of missing data (as a sensitivity analysis).

The proportion of missing data will be described for all variables, and the mechanism of missing data will be researched; a multiple imputation process of missing data will be implemented, if necessary.