43 citations · 50 across the 3 of their papers we have counts for
3 papers
Flexible domain prediction using mixed effects random forests
Patrick Krennmair, Timo Schmid
This paper promotes the use of random forests as versatile tools for estimating spatially disaggregated indicators in the presence of small area-specific sample sizes. Small area e…
Intercensal updating using structure-preserving methods and satellite imagery
Till Koebe, Alejandra Arias-Salazar, Natalia Rojas-Perilla +1
Censuses are fundamental building blocks of most modern-day societies, yet collected every ten years at best. We propose an extension of the widely popular census updating techniqu…
Scale estimation and data-driven tuning constant selection for M-quantile regression
James Dawber, Nicola Salvati, Timo Schmid +1
M-quantile regression is a general form of quantile-like regression which usually utilises the Huber influence function and corresponding tuning constant. Estimation requires a nui…