mira-class: Multiply imputed repeated analyses (mira
)
Description
The mira
object is generated by the with.mids()
function.
The as.mira()
function takes the results of repeated complete-data analysis stored as a
list, and turns it into a mira
object that can be pooled. Pooling
requires that coef()
and vcov()
methods are available for
fitted object. The mira
class of objects has methods for the
following generic functions: print
, summary
.
Slots
#' .Data
:- Object of class
"list"
containing the
following slots: call
:- The call that created the object.
call1
:- The call that created the
mids
object that was used
in call
. nmis
:- An array containing the number of missing observations per
column.
analyses
:- A list of
m
components containing the individual
fit objects from each of the m
complete data analyses.
References
van Buuren S and Groothuis-Oudshoorn K (2011). mice
:
Multivariate Imputation by Chained Equations in R
. Journal of
Statistical Software, 45(3), 1-67.
http://www.jstatsoft.org/v45/i03/