imputeMulti-class function

Class "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. 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. class

## 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 data
• nmiss: 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