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)
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.
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.
mi_pre
, singleplot
, pairplot