Sentence examples for missing data structure from inspiring English sources

The visualization of the missing data structure suggests a random distribution of the missing value observations.

The missing data structure and mechanism will be studied to decide the suitable imputation method for the data set.

The missing data structure and the particular method of imputation we used are described in the supplement (Text S1 and Table S1).

Another missing data structure revealed in our analyses was found by comparing results from the CART and BRT analyses.

The missing data structure is then imposed on the simulated multi-locus genotype data and the known phase is ignored.

These comparisons denoted that the missing data structure of PM10 exposure levels was dependent on demographic and geographic differences, making extant NHANES III sampling weights not applicable to our analyses.

I will focus on hierarchical missing data structuring and handling the emissivity matrices in terms of efficient data augmentation.

Levels of missing data, factor structure, internal consistency and construct validity were assessed.

Inter- and intra-protein crystal structure contacts at minimum atom distance cutoffs of 5/8/12 Å are shown as dark/middle/light gray dots, respectively; missing data in the crystal structure as shaded blue rectangles.

Our method can meet the high need of accurate milestone estimates and is flexible for various study populations and data structures, including missing data and non-fixed age of follow-ups; but it requires a large enough sample to build stable mixed effect models and strong statistical skills.

However, from a theoretical point of view, MMI strategies seem especially appropriate as they explicitly account for several types of missing data in a dependent structure, which is common in large-scale assessments.