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Causal versions of maximum entropy and principle of insufficient reason

Janzing, Dominik - In: Journal of Causal Inference 9 (2021) 1, pp. 285-301

Abstract The principle of insufficient reason (PIR) assigns equal probabilities to each alternative of a random experiment whenever there is no reason to prefer one over the other. The maximum entropy principle (MaxEnt) generalizes PIR to the case where statistical information like expectations...

Persistent link: https://www.econbiz.de/10014610914

Tools for causal inference from cross-sectional innovation surveys with continuous or discrete variables : theory and applications

Coad, Alexander; Janzing, Dominik; Nightingale, Paul - In: Cuadernos de economía 37 (2018) 75, pp. 779-807

Persistent link: https://www.econbiz.de/10012060945

Dealing with Large Diagonals in Kernel Matrices

Weston, Jason; Schölkopf, Bernhard; Eskin, Eleazar; … - In: Annals of the Institute of Statistical Mathematics : AISM 55 (2003) 2, pp. 391-408

Persistent link: https://www.econbiz.de/10006553571

Dealing with large diagonals in kernel matrices

Weston, Jason; Schölkopf, Bernhard; Eskin, Eleazar; … - In: Annals of the Institute of Statistical Mathematics 55 (2003) 2, pp. 391-408

Persistent link: https://www.econbiz.de/10005616079