23 citations
2 papers
stat.ML2016★ 1 cited
Causality on Longitudinal Data: Stable Specification Search in Constrained Structural Equation Modeling
Ridho Rahmadi, Perry Groot, Marieke HC van Rijn +4
A typical problem in causal modeling is the instability of model structure learning, i.e., small changes in finite data can result in completely different optimal models. The prese…
stat.ML2015★ 23 cited
Causality on Cross-Sectional Data: Stable Specification Search in Constrained Structural Equation Modeling
Ridho Rahmadi, Perry Groot, Marianne Heins +2
Causal modeling has long been an attractive topic for many researchers and in recent decades there has seen a surge in theoretical development and discovery algorithms. Generally d…