15 citations · 29 across the 6 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
stat.ME2020★ 2 cited
Robustness of Model Predictions under Extension
Tineke Blom, Joris M. Mooij
Mathematical models of the real world are simplified representations of complex systems. A caveat to using mathematical models is that predicted causal effects and conditional inde…
cs.AI2020★ 4 cited
Conditional independences and causal relations implied by sets of equations
Tineke Blom, Mirthe M. van Diepen, Joris M. Mooij
Real-world complex systems are often modelled by sets of equations with endogenous and exogenous variables. What can we say about the causal and probabilistic aspects of variables…