mod_imputeMulti-class: Class "mod_imputeMulti"

In alexWhitworth/imputeMulti: Imputation Methods for Multivariate Multinomial Data

Class "mod_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. 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.

Usage

## 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

alexWhitworth/imputeMulti documentation built on July 15, 2022, 7:02 p.m.