MSPE_naive: Naive MSPE Estimator of Observed Best Predictor (OBP).

Description Usage Arguments Value References

View source: R/MSPE.R

Description

This function computes the naive MSPE estimator of OBP.

Usage

1
MSPE_naive(y, D, theta.OBP, A.BPE)

Arguments

y

A vector of the response variable.

D

Scalar, Vector (or diagonal matrix) of random error variances.

theta.OBP

A vector of OBP values

A.BPE

BPE estimate of variance of random effects or the true value, if known.

Value

This function will return the Naive MSPE estimator of the OBP.

References

Jiang J, Nguyen T, and Rao J. S. (2011), "Best Predictive Small Area Estimation", Journal of the American Statistical Association.


rohosen/OBPSAE documentation built on May 17, 2019, 2:22 p.m.