Concepedia

Disintegration and Bayesian Inversion, Both Abstractly and Concretely.

Kenta Cho, Bart Jacobs

2017 · 17 citations · 3 references

Concepts

Natural SciencesPhysicsBayesian Data AnalysisProbability TheoryStatisticsBayesian ComputationBayesian InferenceBayesian Model BuildingBayesian ModelingBayesian StatisticsStatistical InferenceBayes' TheoremBayesian Inverse ProblemsBayesian InversionMonte Carlo InversionProbabilistic Inversion

References

3

Conditioning as disintegration

Joseph T. Chang, David Pollard · Statistica Neerlandica · 1997 · 246 citations

Natural Sciences, Mathematics, Bayesian Data Analysis +13

Separoids: A Mathematical Framework for Conditional Independence and Irrelevance

A. P. Dawid · Annals of Mathematics and Artificial Intelligence · 2001 · 70 citations

Natural Sciences, Mathematics, Probability Theory +6

Causal Theories: A Categorical Perspective on Bayesian Networks

arXiv (Cornell University) · 2013 · 42 citations · Full text

Natural Sciences, Mathematics, Causal Inference +16