Boot, Tom; Nibbering, Didier - 2016
Random subspace methods are a novel approach to obtain accurate forecasts in high-dimensional regression settings. We … macroeconomic variables. We focus on two approaches. The first is random subset regression, where random subsets of predictors are … used to construct a forecast. Second, we discuss random projection regression, where artificial predictors are formed by …