mod_imputeMulti-class function

Class "mod_imputeMulti"

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. class

## 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)

Arguments

• object: an object of class "mod_imputeMulti"

Slots

• 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 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