Small Area Estimation with Random Forests and the LASSO

Victoire Michal, Jon Wakefield, Alexandra M. Schmidt +3

We consider random forests and LASSO methods for model-based small area estimation when the number of areas with sampled data is a small fraction of the total areas for which estim…