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In other words, missing values do not depend on the missing data, yet can be predicted using the observed data.
Calculated total magnetic moments caused by terminated N atoms at the edge of optimized vacancy structures depend on the missing position.
The magnetic moments and LDOS of the optimized structures depend on the missing positions of BN-pair at the edge of triangular vacancy.
Missing genotypes in scenario 2 depend on the missing genotypes in scenario 1, i.e. all animals having missing genotypes in scenario 1 have missing genotypes in scenario 2 as well.
As usually implemented in standard statistical software, MI assumes that data are 'Missing At Random' (MAR), i.e. that the probability of missingness does not depend on the missing data after conditioning on the observed data.
It is essential to include all variables that were used for selection, because the probability of missingness should not depend on the missing part of the data, in which case the data would be missing not at random (MNAR) and parameter estimates would be biased.
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Depending on the missing feature method applied, these masks must either contain binary values or probabilistic values.
The optimized structures are divided into three types depending on the missing positions; corner missing (1 and 6), near corner missing (2 and 5), and middle missing (3 and 4) positions.
The magnetic moments of other structures vary depending on the missing positions due to the presence of reconstructed BN open ring and/or N dimer located near the missing point.
After relaxation of the vacancy structure with BN-pair missing at different positions, we find the difference in the optimized structures depending on the missing positions as shown in the Fig. 2b g.
For accurate analysis of differences between optimized structures depending on the missing positions, we select three configurations (corner-1, face-2, and face-3) among six BN-pair missing structures and calculate their electronic density of state (DOS).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com