SEEDBiomed

Notes in Causality

Exploring causal inference, network dynamics, and the science of cause and effect in biomedicine

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Cyclic causal discovery equivalence class figure
Causal Discovery April 14, 2026

When Cause and Effect Start Looping: Cyclic Causal Discovery

What changes when causal discovery methods stop assuming away cycles? A look at three cyclic methods — CCD, FCI, and CCI — and the shift from one neat graph to equivalence classes.

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causalnet R package logo
R Package March 9, 2026

Meet causalnet: Turning Network Connections into Causal Possibilities

An R package that helps you take an undirected network and explore all the possible directed versions that could fit it, bridging the gap between connectivity and causality.

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