Non-homogeneous regression is often used to statistically post-process ensemble forecasts. Usually only ensemble … increasing numbers of input variables. This paper proposes a boosting algorithm to estimate the regression coefficients while … case study with ensemble forecasts from the European Centre for Medium-Range Weather Forecasts (ECMWF) shows that this …