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Where the range of possible values for the missing variables were limited and the value of the missing derived variable could be reliably imputed we did this.
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If five or fewer items were missing, we derived the score from non-missing items and reweighted the score to recover its true range, if more than five items were missing, we considered the score as missing.
This demonstrated that the imputed data was consistent with the measured data across all tests and the missing values derived through imputation were valid.
SIFT ('sorting intolerant from tolerant') scores 23 were annotated using Annovar, or where scores were missing, were derived indirectly using the database of non-synonymous functional prediction.
Computational techniques may inaccurately predict genes by missing exons derived solely from promoters, or that are due to alternative splicing of transcripts or to use of non-canonical splice sites, alternative translational initiation and/or polyadenylation sites [ 26].
However, experimental information is sometimes missing and deriving gene networks from different computational approaches is not an easy task.
Another particularity of the data is the large number of missing values, deriving from either improper filling, hospital structure, or missing values as such.
For the hierarchical reasoning of predicates, we propose a manipulation of arguments in which surplus and missing arguments in derived predicates are eliminated and supplemented.
The procedures for Poisson regression using automated data with missing outcomes are derived in Section 4. The finite-sample performances of the estimators are studied in simulations in Section 5.
Number of missing teeth was derived from the clinical examination.
With Sanger sequencing, large parts of the genome are often missing or primer derived.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com