Description Usage Arguments Value Examples
This Function Gives Small Area Estimation Non-Parametric Based Nadaraya-Watson Kernel
1 | saekernel(X, Y, vardir, bandwidth)
|
X |
Auxiliary Variable of X |
Y |
Direct Estimation of Y |
vardir |
Sampling variances of Direct Estimators |
bandwidth |
The kernel Bandwidth Smoothing Parameter |
This function returns a list with following objects:
est |
a value of Small Area Estimation Non-Parametric Based Nadaraya-Watson Kernel |
refvar |
Estimated Random Effect Variance |
1 2 3 4 5 | ##load dataset
data(Data_saekernel)
saekernel(X = Data_saekernel$x, Y = Data_saekernel$y,
vardir = Data_saekernel$Vardir, bandwidth = 0.04)
|
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