Sentence examples for missing data structures from inspiring English sources

Discovering these missing data structures has resulted in future research being conducted on subsets of data with selection based on these missing data structures.

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).

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

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

The validity of the MC procedure is based on properly matching the null simulations with the observed data with regard to pedigree structure, missing data structure and phasing procedure (Curtis and Sham, 2006).

We repeated the analysis and 1000 permutations for 100 random data sets, where again, we randomly re-ordered the genes within a chromosome for which we had data (i.e. we kept the missing data structure intact).

The authors' experience in using these models was that they motivated the appropriate questions to explore the missing data structure, leading to a better understanding of the origins of the data.

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.

Hence, we recommend that one should not use INLA for a binary animal model unless a simulation study suggests that INLA gives correct results for the pedigree and missing data structure of the case in question.