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Each missing value is then estimated by the mean of the ten predicted values, with a corresponding variance which reflects the uncertainty of the imputation.
Each missing species was added to the tree in turn randomly with equal probability along the branches belonging to its likely clade (Figure S1 for placements).
Each missing value was imputed in this way.
Each missing diagnosis was counted as an error as well as any additional incorrect diagnoses given.
Each missing rank was then replaced with the arithmetic mean of five synthetically generated ranks.
Each missing value was imputed 100 times resulting in 100 completed datasets.
Each missing data method was applied to the same 500 independent samples generated.
Each missing information was imputed twenty times, given its binary nature and the large amount of missing data.
Imputation was done for each tissue separately so that each missing value was replaced by median non-missing values.
In other words, each missing SNP call is encoded as "1" and all non-missing calls are encoded as "0".
Houston and San Jose are each missing two starters.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com