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Expert opinions about extrapolation and the mystery of the overlooked discontinuities
Authors:Fred Collopy
Abstract:We report on the opinions of 49 forecasting experts on guidelines for extrapolation methods. They agreed that seasonality, trend, aggregation, and discontinuities were key features to use for selecting extrapolation methods. The strong agreement about the importance of discontinuities was surprising because this topic has been largely ignored in the forecasting literature.
Keywords:Discontinuities   Forecasting guidelines   Selection criteria   Time series features
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