Sentence examples for generating missing from inspiring English sources

During the image analysis phase, corrupted or suspicious spots are filtered [ 11], generating missing data [ 18].

Therefore, in addition, we have used two different sensitivity analysis approaches for handling potential bias arising from missing stage information, bearing in mind different assumptions about the potential mechanisms generating missing data.

The complete algorithm for generating missing data is presented in Additional file 2. In order to reflect the reality of most clinical trials, both intermittent and monotone missing data were simulated.

To our knowledge, the role of appraisal processes in generating missing data has not been addressed in published research.

For ES = 0 or 1, to avoid generating missing data, a small adjustment term (2n)−1 was applied to the logit-transformation [ 15].

The underlying mechanism that generates missing data can be considered either ignorable or non‐ignorable.

This paper developed a locally adaptive linear interpolation to generate missing data throughout the NDVI time series.

In particular, biomass pools that are typically difficult to measure in the field often use allometric equations to generate missing values.

For each statistic, 1000 random permutations of the time series of the causal variable were generated (missing data is held in-place during permutation) to disrupt any possible causal effects.

If appropriate, multiple imputation will be used to generate missing covariate data.

The regression models given in equation 1, that are used to generate missing values, were fitted using Splus [ 17].