Sentence examples for missing data method from inspiring English sources

Data preparation: Data processing should be reported, including the assessment of multivariate normality, analysis of missing data, method to address missing data, and data transformations.

The incomplete item scores were estimated with missing data method Data Augmentation.

At the end of the regression and k-means processes, each of the filter bank outputs is divided into one of the two classes, indicating the reliable and unreliable components similar to the missing data method as mentioned in Section 1.

Each missing data method was applied to the same 500 independent samples generated.

If multiple papers were identified from one study, the most recent article was included in the review, which might have led us to omit papers from the same study that used a more appropriate missing data method.

The most common missing data method utilised in studies not conducting a true ITT analysis was analysing the sample followed up (K=38; 27%), followed by censoring at the end of the FU procedure (K=25; 18%), assuming failure ('Failure'; K=23; 17%), LOCF (K=23; 16%) and an unclear strategy (K=17; 12%).

This paper presents missing data methods for repeated measures data in small samples.

We apply the missing data methods introduced in Section 3 on model (22).

Applying the missing data methods presented in Section 3, we derive some estimation procedures for the Poisson regression model with missing outcomes based on auxiliary outcomes and a validated sample for true outcomes.

Applying the developed missing data methods, we derive the estimation procedures for Poisson regression model with missing outcomes based on auxiliary outcomes and a validated sample for true outcomes.

Secondary analyses varying control chart type, length of episode-free run-in period, time frames to evaluate diagnostic accuracy, thresholds defining either manic or depressive episodes, and missing data methods were performed.