saebnocov (version 0.1.0)

estEBnaive: Small Area Estimation method with Empirical Bayes and its RRMSE value by Naive Method

Description

Small Area Estimation method with Empirical Bayes and its RRMSE value by Naive Method

Usage

estEBnaive(data.dir, pcap, param)

Value

This function returns a list with following objects :

eb.est

EB estimator in each area

mse

MSE of EB estimator obtained by Naive method

rrmse

RRMSE of EB estimator obtained by Naive method

Arguments

data.dir

direct estimator information from function direct.est

pcap

pcap (the weighted sample mean), vardir (the weighted sample variance),yt (the total number of the "success" category from each area), and nt (the total number of sample from each area)

param

Alpha and Beta estimator

Examples

## load dataset with no weight value
data(dataEB)
temp = pcapdir(dataEB[,-c(3)])

## estimates alpha and beta parameter
## in EB estimate with Moment method by J.N.K.Rao
temp1 = alphabetaEB(data.dir = temp$direst ,pcap = temp$pcap,
                      method = "rao", opt = "moment",
                      maxiter = 100,tol = 0.00001)

## calculates EB estimator
## and its MSE by naive method
estEBnaive(data.dir = temp$direst, pcap = temp$pcap, param = temp1)