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.
Slots for mod_imputeMulti
objects include: (1) the modeling method;
(2) the call to the estimation function; (3) the number of iterations in estimation;
(4) the final log-likelihood; (5) the conjugate prior if any; (6) the MLE estimate of
the sufficient statistics and parameters.
# S4 method for mod_imputeMulti
show(object)get_parameters(object)
# S4 method for mod_imputeMulti
get_parameters(object)
get_prior(object)
# S4 method for mod_imputeMulti
get_prior(object)
get_iterations(object)
# S4 method for mod_imputeMulti
get_iterations(object)
get_logLik(object)
# S4 method for mod_imputeMulti
get_logLik(object)
get_method(object)
# S4 method for mod_imputeMulti
get_method(object)
# S4 method for imputeMulti
n_miss(object)
an object of class "mod_imputeMulti"
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
Objects are created by calls to
multinomial_impute
, multinomial_em
, or
multinomial_data_aug
.
multinomial_impute
, multinomial_em
,
multinomial_data_aug