eblupBest: Selecting Auxiliary Variables in Small Area Estimation (SAE)...

In saeBest: Selecting Auxiliary Variables in Small Area Estimation (SAE) Model

Description

Select best combination of auxiliary variables with certain criterion

Usage

eblupBest(y, x, vardir, criterion = "AIC", data)

Arguments

y	name of response variable
x	vector of auxiliary variables' name
vardir	name of variance direct
criterion	"loglike","AIC", "BIC", and "KIC" (default = "AIC")
data	input dataset

Value

an EBLUP-FH model with best auxiliary variables and the dataset

Examples

library(saeBest)
example = eblupBest(y = "y", x = c("x1","x2","x3"), vardir = "var",data = data)

saeBest documentation built on Dec. 7, 2021, 5:08 p.m.