saeME: saeME: Small Area Estimation with Measurement Error

Description Authors Email Functions References

Description

The sae with measurement error provides function for small area estimation when auxiliary variable is measured with error, and function for mean squared error estimation using jackknife method. This package implement model of Fay Herriot with Measurement Error developed by Ybarra and Lohr (2008).

Authors

Muhammad Rifqi Mubarak, Azka Ubaidillah

Email

Muhammad Rifqi Mubarak 16.9304@stis.ac.id

Functions

FHme

Gives the EBLUP for each domain based on Fay-Herriot with measurement error model.

mse_FHme

Gives the MSE for each domain using the jackknife method.

FHme_nonsamples

Gives the EBLUP for each non-sample area based on Fay-Herriot with measurement error model.

References

Ybarra, L.M. and Lohr, S. L. (2008). Small area estimation when auxiliary information is measured with error. Biometrika 95, 919-931.


saeME documentation built on Jan. 13, 2021, 11:03 a.m.