Functions for unit-level small area estimators and their variances


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Documentation for package ‘JoSAE’ version 0.2

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JoSAE-package Provides functions for small area estimation and the estimate of variances (mean squared errors).
eblup.mse.f Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c1 Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c2 Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c2.ai Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c3 Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c3.asyvarcovarmat Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c3.star Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.gamma.i Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.wrap Functions to calculate the variance of an EBLUP estimate.
JoSAE Provides functions for small area estimation and the estimate of variances (mean squared errors).
JoSAE.domain.data Dataframe containing the domains population and number of elements and mean of the auxiliary variable
JoSAE.sample.data Sample plots of the Norwegian National Forest Inventory (NNFI) with a variable of interest and an auxiliary variable