mod_imputeMulti-class | R Documentation |
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 signature 'mod_imputeMulti' show(object) get_parameters(object) ## S4 method for signature 'mod_imputeMulti' get_parameters(object) get_prior(object) ## S4 method for signature 'mod_imputeMulti' get_prior(object) get_iterations(object) ## S4 method for signature 'mod_imputeMulti' get_iterations(object) get_logLik(object) ## S4 method for signature 'mod_imputeMulti' get_logLik(object) get_method(object) ## S4 method for signature 'mod_imputeMulti' get_method(object) ## S4 method for signature 'imputeMulti' n_miss(object)
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
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