EvalImp {MERO}

Evaluate the imputed data sets and select the best data set

Description

The function is evaluate the imputed data sets based on the mean and standard deviation

Usage

EvalImp(Originaldata, ImputedSets ,Imputed.mean, Imputed.sd)

Arguments

Originaldata

data frame of original data containing the missing values

ImputedSets

list of imputed data frames

Imputed.mean

data frame of the means of the imputed data sets

Imputed.sd

data frame of the standard deviations of the imputed data sets

Value

The best data frame which mean and standard deviation are close to the original data

Author(s)

Mohamed Soudy [e-mail]