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Conformal testing: binary case with Markov alternatives

arXiv 2111.01885 ↗First posted 2 Nov 2021math.ST cs.LG stat.THcited by 0

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Abstract (arXiv)

We continue study of conformal testing in binary model situations. In this note we consider Markov alternatives to the null hypothesis of exchangeability. We propose two new classes of conformal test martingales; one class is statistically efficient in our experiments, and the other class partially sacrifices statistical efficiency to gain computational efficiency.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 3 of its 12 references that are in the map. First posted on arXiv 2 Nov 2021.

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3 of 12 references.

References · 3

  1. 2019Testing randomnesscited by 32
  2. 2021Testing exchangeability: fork-convexity, supermartingales, and e-processescited by 29
  3. 2021Conformal testing in a binary model situationcited by 4

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