Sentence examples for generating missing data 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.

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.

Among the 1,092 911 SNPs × 12 samples) marker genotype combinations, 44 generated missing data, and 74 resulted in heterozygous genotypes (Additional file 18).

Whenever sequences from genomic libraries such as ESTs or BAC-ends provide only partial coverage of a genome, the mismatch between regions covered in different species will generate missing data.

Markers that were heterozygous for the same alleles in both parents were excluded from the map because these parental genotypes reduce the number of informative progeny, generate missing data, and reduce mapping power for these markers.