The Inflation Technique for Causal Inference with Latent Variables

The problem of causal inference is to determine if a given probability distribution on observed variables is compatible with some causal structure. The difficult case is when the causal structure includes latent variables. We here introduce the for tackling this problem. An inflation of a causal str...

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Vydané v:	Journal of causal inference Ročník 7; číslo 2; s. 156 - 65
Hlavní autori:	Wolfe, Elie, Spekkens, Robert W., Fritz, Tobias
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	De Gruyter 01.09.2019
Predmet:	Bell inequalities causal compatibility inequalities causal inference with latent variables GPT causal models, triangle scenario graph symmetries Hardy paradox inflation technique marginal problem quantum causal models
ISSN:	2193-3677, 2193-3685
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