MMDai (version 0.1.0)

Imputation: Imputation

Description

This function is used to perform multiple imputation for missing data given the estimates of theta and psi.

Usage

Imputation(data, theta, psi, m, method = "Sampling")

Arguments

data

- incomplete dataset

theta

- a vector that sum to 1, denotes probability of latent class.

psi

- an array with dimension c(k,p,d), specific probability for each variables in each component.

m

- number of trials

method

- methods for imputation, including Sampling and Expectation.

Value

CompleteData - dataset has been imputated.

Examples

data("IncompleteData")
theta <- IncompleteData$theta
psi <- IncompleteData$psi
Imputation(data = IncompleteData$data,theta,psi,m = 10,method = "Sampling")