Causal interpretation of stochastic differential equations

31 March 2013

Papers citing "Causal interpretation of stochastic differential equations"

8 / 8 papers shown

Title
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes Georg Manten Cecilia Casolo E. Ferrucci Søren Wengel Mogensen C. Salvi Niki Kilbertus CML BDL 134 11 0 28 Feb 2024
From Ordinary Differential Equations to Structural Causal Models: the deterministic case Joris Mooij Dominik Janzing Bernhard Schölkopf 101 103 0 09 Aug 2014
Identifiability of Gaussian structural equation models with equal error variances J. Peters Peter Buhlmann CML 165 336 0 11 May 2012
On the Identifiability of the Post-Nonlinear Causal Model Kun Zhang Aapo Hyvarinen CML 156 558 0 09 May 2012
Counterfactual analyses with graphical models based on local independence K. Røysland CML 74 29 0 06 Jun 2011
A general definition of influence between stochastic processes A. Gégout‐Petit Daniel Commenges 85 20 0 22 May 2009
A martingale approach to continuous-time marginal structural models K. Røysland 82 47 0 19 Jan 2009
Graphical models for marked point processes based on local independence Vanessa Didelez 98 165 0 31 Oct 2007