On computability and disintegration

Author:

ACKERMAN NATHANAEL L.,FREER CAMERON E.,ROY DANIEL M.

Abstract

We show that the disintegration operator on a complete separable metric space along a projection map, restricted to measures for which there is a unique continuous disintegration, is strongly Weihrauch equivalent to the limit operator Lim. When a measure does not have a unique continuous disintegration, we may still obtain a disintegration when some basis of continuity sets has the Vitali covering property with respect to the measure; the disintegration, however, may depend on the choice of sets. We show that, when the basis is computable, the resulting disintegration is strongly Weihrauch reducible to Lim, and further exhibit a single distribution realizing this upper bound.

Publisher

Cambridge University Press (CUP)

Subject

Computer Science Applications,Mathematics (miscellaneous)

Reference28 articles.

1. On the definition of probability densities and sufficiency of the likelihood map;Fraser;Probability and Mathematical Statistics,1995

2. The Bolzano–Weierstrass Theorem is the jump of Weak Kőnig’s Lemma

3. Notions of probabilistic computability on represented spaces;Bosserhoff;Journal of Universal Computer Science,2008

4. Probabilistic computability and choice

5. Ackerman N.L. , Freer C.E. and Roy D.M. (2011). Noncomputable conditional distributions. In: Proceedings of the 26th Annual IEEE Symposium on Logic in Computer Science (LICS 2011), IEEE Computer Society 107–116.

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