Nonlinear Fay-Herriot Models for Small Area Estimation


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Documentation for package ‘nlfh’ version 0.1.0

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acs_dat Example ACS Small Area Data
fitted.nlfh_fit Extract Fitted Values from a Nonlinear Fay-Herriot Model
fit_fh Fit a Fay-Herriot Model
fit_fh_bart Fit a BART Fay-Herriot Model
fit_fh_linear Fit a Linear Fay-Herriot Model
fit_fh_rnn Fit a Random-Weight Neural Network Fay-Herriot Model
posterior_draws Extract Posterior Draws from a Fay-Herriot Model
posterior_draws.nlfh_fit Extract Posterior Draws from a Fay-Herriot Model
print.nlfh_fit Print a Fitted Nonlinear Fay-Herriot Model
print.summary.nlfh_fit Print a Summary of a Fitted Nonlinear Fay-Herriot Model
summary.nlfh_fit Summarize a Fitted Nonlinear Fay-Herriot Model