Sequential inductive prediction intervals

8 Dec 2023  ·  Benny Avelin ·

In this paper we explore the concept of sequential inductive prediction intervals using theory from sequential testing. We furthermore introduce a 3-parameter PAC definition of prediction intervals that allows us via simulation to achieve almost sharp bounds with high probability.

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