NSAE
Nonstationary Small Area Estimation
Executes nonstationary Fay-Herriot model and nonstationary generalized linear mixed model for small area estimation.The empirical best linear unbiased predictor (EBLUP) under stationary and nonstationary Fay-Herriot models and empirical best predictor (EBP) under nonstationary generalized linear mixed model along with the mean squared error estimation are included. EBLUP for prediction of non-sample area is also included under both stationary and nonstationary Fay-Herriot models. This extension to the Fay-Herriot model that accounts for the presence of spatial nonstationarity was developed by Hukum Chandra, Nicola Salvati and Ray Chambers (2015)
- Version0.4.0
- R version≥ 3.5.0
- LicenseGPL-3
- Needs compilation?No
- Last release05/27/2022
Team
Saurav Guha
Hukum Chandra
Show author detailsRolesAuthorNicola Salvati
Show author detailsRolesAuthorRay Chambers
Show author detailsRolesAuthor
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- Depends1 package
- Imports9 packages