Fetching the paper…
Reading the bibliography…
Structural Causal Models are widely used in causal modelling, but how they relate to other modelling tools is poorly understood.
Investigating causal relations by econometric models and cross-spectral methods
Clive W.J. Granger · 1969
Earlier work this paper cites.
Minimum wages and employment: A case study of the fast food industry in New Jersey and Pennsylvania
David Card and Alan B. Krueger · 1993
Earlier work this paper cites.
Causality and model abstraction
Yumi Iwasaki and Herbert A. Simon · 1994
Earlier work this paper cites.
Directed cyclic graphical representations of feedback models
Peter Spirtes · 1995
Earlier work this paper cites.
Restructuring dynamic causal systems in equilibrium
Denver Dash · 2005
Earlier work this paper cites.
Discovering cyclic causal models by independent components analysis
Gustavo Lacerda, Peter L. Spirtes, Joseph Ramsey, and Patrik O. Hoyer · 2008
Earlier work this paper cites.
Causality: Models, Reasoning, and Inference
Judea Pearl · 2009
Cited alongside, same era.
Periodic systems: filtering and control , volume 5108985
Sergio Bittanti and Patrizio Colaneri · 2009
Cited alongside, same era.
Daphne Koller and Nir Friedman · 2009
Cited alongside, same era.
Learning why things change: the difference-based causality learner
Mark Voortman, Denver Dash, and Marek J. Druzdzel · 2010
Cited alongside, same era.
On causal discovery with cyclic additive noise models
Joris M. Mooij, Dominik Janzing, Tom Heskes, and Bernhard Schölkopf · 2011
Cited alongside, same era.
Learning linear cyclic causal models with latent variables
Antti Hyttinen, Frederick Eberhardt, and Patrik O. Hoyer · 2012
From ordinary differential equations to structural causal models: the deterministic case
Joris M. Mooij, Dominik Janzing, and Bernhard Schölkopf · 2013
Later among the works it cites.
Structural equations with latent variables
Kenneth A. Bollen · 2014
Later among the works it cites.
Causal interpretation of stochastic differential equations
Alexander Sokol and Niels Richard Hansen · 2014
Later among the works it cites.
Theoretical aspects of cyclic structural causal models
Stephan Bongers, Jonas Peters, Bernhard Schölkopf, and Joris M. Mooij · 2018
Closest in time.
From random differential equations to structural causal models: the stochastic case
Stephan Bongers and Joris M. Mooij · 2018
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Tineke Blom and Joris M. Mooij · 2018
Closest in time.