Mean {ISR}

Mean method

Description

Caculate the estimator on the Mean method

Usage

Mean(data = 0, data0, real = TRUE, example = FALSE)

Arguments

data

is the orignal data set

data0

is the missing data set

real

is to judge whether the data set is a real missing data set

example

is to judge whether the data set is a simulation example

Value

XMean

is the estimator on the Mean method

MSEMean

is the MSE value of the Mean method

MAEMean

is the MAE value of the Mean method

REMean

is the RE value of the Mean method

GCVMean

is the GCV value of the Mean method

timeMean

is the time cost of the Mean method

Examples

 library(MASS)   
 n=100;p=10;per=0.1
 X0=data=matrix(mvrnorm(n*p,0,1),n,p)
 m=round(per*n*p,digits=0)
 mr=sample(1:(n*p),m,replace=FALSE)
 X0[mr]=NA;data0=X0
 Mean(data=data,data0=data0,real=FALSE,example=FALSE)