| MERO {MERO} | R Documentation |
Perform Monte Carlo Expectation Maximization Random Forest Imputation
Description
The function is used to impute the missing data using Monte Carlo Expectation Maximization Random Forest Imputation
Usage
MERO(Data, ntree = 100, Nsets = 5)
Arguments
Data |
a data matrix with missing values. The columns correspond to the variables and the rows to the observations. |
ntree |
number of trees to grow in each forest. |
Nsets |
number of simulations/ data sets to be generated. |
Value
A list containing data sets and imputed means, and imputed standard deviation.
Author(s)
Mohamed Soudy Mohmedsoudy2009@gmail.com
[Package MERO version 0.1.2 Index]