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Variable selection and inference for multi-period forecasting problems

Pesaran, M. Hashem; Pick, Andreas; Timmermann, Allan - 2009

This paper conducts a broad-based comparison of iterated and direct multi-step forecasting approaches applied to both univariate and multivariate models. Theoretical results and Monte Carlo simulations suggest that iterated forecasts dominate direct forecasts when estimation error is a...