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because none of the “myriad” methods you have mentioned is able to produce good probabilistic forecasts? One should not confuse the method that you have mentioned that produce point forecasts with probabilistic forecasting method EnbPI that creates probabilistic forecasts using point forecasting model.

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Valeriy Manokhin, PhD, MBA, CQF
Valeriy Manokhin, PhD, MBA, CQF

Written by Valeriy Manokhin, PhD, MBA, CQF

Principal Data Scientist, PhD in Machine Learning, creator of Awesome Conformal Prediction 👍Tip: hold down the Clap icon for up x50

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