saeHB.ME.beta: saeHB.ME.beta: Small Area Estimation with Measurement Error...
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saeHB.ME.beta R Documentation
saeHB.ME.beta: Small Area Estimation with Measurement Error using Hierarchical Bayesian Method under Beta Distribution
Description
Implementation of small area estimation using Hierarchical Bayesian (HB) Method when auxiliary variable measured with error under Beta Distribution.
The 'rjags' package is employed to obtain parameter estimates.
Authors
Azka Ubaidillah, Ratih Rodliyah
Email
Ratih Rodliyah ratihrodliyah2@gmail.com
Functions
meHBbetaProduces HB estimators, standard error, random effect variance, coefficient and plot under beta distribution.
References
Rao, J.N.K & Molina. (2015). Small Area Estimation 2nd Edition. New York: John Wiley and Sons, Inc doi:10.1002/9781118735855.
Ybarra, L.M. and Lohr, S. L. (2008). Small area estimation when auxiliary information is measured with error. Biometrika 95, 919-931 doi:10.1093/biomet/asn048.
Ntzoufras, I. (2009), Bayesian Modeling Using WinBUGS. 1st Edn., Wiley, New Jersey, ISBN-10: 1118210352.
saeHB.ME.beta documentation built on July 9, 2023, 5:41 p.m.
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| saeHB.ME.beta | R Documentation |
saeHB.ME.beta: Small Area Estimation with Measurement Error using Hierarchical Bayesian Method under Beta Distribution
Description
Implementation of small area estimation using Hierarchical Bayesian (HB) Method when auxiliary variable measured with error under Beta Distribution. The 'rjags' package is employed to obtain parameter estimates.
Authors
Azka Ubaidillah, Ratih Rodliyah
Ratih Rodliyah ratihrodliyah2@gmail.com
Functions
meHBbetaProduces HB estimators, standard error, random effect variance, coefficient and plot under beta distribution.
References
Rao, J.N.K & Molina. (2015). Small Area Estimation 2nd Edition. New York: John Wiley and Sons, Inc doi:10.1002/9781118735855.
Ybarra, L.M. and Lohr, S. L. (2008). Small area estimation when auxiliary information is measured with error. Biometrika 95, 919-931 doi:10.1093/biomet/asn048.
Ntzoufras, I. (2009), Bayesian Modeling Using WinBUGS. 1st Edn., Wiley, New Jersey, ISBN-10: 1118210352.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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