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This was largely due to the significant fraction of missing data, necessitating a principled approach to the handling of missing data in statistical estimation.
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Obtaining a maximal score necessitated lots of missing data, coded as Ns, and produced the only datamatrix with no overlap of non-ambiguous data between some taxa.
1 7 This follow-up period imbalance necessitates the imputation of missing data, particularly radiographic end points, which are typically measured after mandatory withdrawal and escape to active therapy. 1 Linear extrapolation and interpolation, requiring radiographic data from two or more time points, is the most widely used approach to imputing missing radiographic data.
By using mixed model analysis, unequal use of the devices will not necessitate correction, as long as missing data can be considered to be at random.
Repeated measures analyses of variance or regression analyses with dummy variables would have necessitated the exclusion of participants with missing data.
RR also permits estimation of changes in continuous repeated measures on both a population and subject-specific level, without necessitating last observation carried forward (LOCF) or exclusion of subjects with missing data in the dependent variable.
From a data analytic standpoint, premature termination will be handled via the use of random regression (RR) models which permit estimation of changes in continuous repeated measures on both a population and subject-specific level, without necessitating last observation carried forward (LOCF) or exclusion of subjects with missing data in the dependent variable.
Blanks indicate missing data.
NOTES -- Blanks indicate missing data.
where ' ∗' denotes missing data.
b716 missing data points.
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