summary.eblupres: Summarizing EBLUP Model Fits.

In saens: Small Area Estimation with Cluster Information for Estimation of Non-Sampled Areas

Summarizing EBLUP Model Fits.

Description

'summary' method for class "eblupres".

Usage

## S3 method for class 'eblupres'
summary(object, ...)

Arguments

object	EBLUP model.
...	further arguments passed to or from other methods.

Value

The function returns a data frame that contains the following columns:
* y variable response
* eblup estimated results for each area
* random_effect random effect for each area
* vardir variance sampling from the direct estimator for each area
* mse Mean Square Error
* cluster cluster information for each area
* rse Relative Standart Error (

Examples

library(saens)

model1 <- eblupfh_cluster(y ~ x1 + x2 + x3, data = mys, vardir = "var", cluster = "clust")
summary(model1)

saens documentation built on April 4, 2025, 4:43 a.m.