imputeMulti-class {imputeMulti} | R Documentation |
Class "imputeMulti"
Description
A multivariate multinomial model imputed by EM or Data Augmentation is
represented as a mod_imputeMulti
object. A complete
dataset and model is represented as an imputeMulti
object.
Inherits from mod_imputeMulti
. Additional slots are supplied for (1) the
call to multinomial_impute
; (2) the missing and imputed data;
and (3) the number of observations with missing values.
Usage
## S4 method for signature 'imputeMulti'
show(object)
get_imputations(object)
## S4 method for signature 'imputeMulti'
get_imputations(object)
n_miss(object)
Arguments
object |
an object of class "imputeMulti" |
Slots
Gcall
the call to
multinomial_impute
method
the modeling method
mle_call
the call to the estimation function
mle_iter
the number of iterations in estimation
mle_log_lik
the final log-likelihood
mle_cp
the conjugate prior if any
mle_x_y
the MLE estimate of the sufficient statistics and parameters
data
a
list
of the missing and imputed datanmiss
the number of observations with missing data
Objects from the class
Objects are created by calls to
multinomial_impute
, multinomial_em
, or
multinomial_data_aug
.
See Also
multinomial_impute
, multinomial_em
,
multinomial_data_aug