00000cab a22000004a 4500 IPP-00000265451 IPP 20180725115938.0 180725s2016 xx d | ||r |||||eng|| eng Del Prado, Divina Gracia L. Small area estimation with spatiotemporal mixed model 2016 Tables, graphs A spatiotemporal model with nested random effects is proposed for small area estimation where sample data are generated from a rotating panel survey. Two methods of estimation are introduced, integrating the backfitting algorithm and bootstrap procedure in two different approaches. Simulation study shows superior predictive ability of the fitted model. the small area estimation methods also produced efficient estimates of parameters in a wide class of population scenarios. the model-based small area estimation procedure is also better over the design-based approach in estimating unemployment rate from the Philippine Labor Force Survey. Bootstrap (Statistics) Bootstrap estimation Barrios, Erniel L. Philippine Statistician Vol. 65, no. 2 (2016), 1-36 UPD DLAW Article FI