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DM test with score instead of forecasts #27

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simon-hirsch opened this issue Jun 19, 2024 · 1 comment
Open

DM test with score instead of forecasts #27

simon-hirsch opened this issue Jun 19, 2024 · 1 comment

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@simon-hirsch
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Hi,

would you accept a PR for a DM-test version that accepts scores_1, scores_2 as inputs instead of the original prices and point forecasts? That way, the DM test could as well be used for probabilistic forecasts if one passes two (n, ) or (n, d) arrays of CRPS (or Energy Scores, Variogram Scores, ...). Currently the scope is somewhat limited to the point forecasting case.

Cheers, Simon

@enertel
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enertel commented Jun 19, 2024

Check out https://github.com/ogrnz/feval - you can pass either point or probabilistic loss scores and it will do a more general case of the DM test, it even has built in procedures for identifying model confidence sets. Highly recommend :)

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