mi_mean | R Documentation |
mi_mean
computes the averages dataset over a list of imputed datasets.
Can be used to reduce computation time of functions singleplot
and
pairplot
.
mi_mean(data)
data |
List of imputed datasets to compute the average dataset over. |
It is assumed every imputed dataset contains the same observations (but not the same values) in the same order.
A dataset that is the average over the imputed datasets specified
with data
. For continuous predictors, the mean over imputed values is
returned, for categorical predictors, the majority class ovder imputed values
is returned. In case of a non-unique maximum, the value is sampled from the
class with identical maximum counts.
mi_pre
, singleplot
, pairplot
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