Selected reading: A confounding and adjustment example.
Open the source ↗How to study this source
What makes one thing cause another?
Follow one confounding example and distinguish seeing from intervening.
Can a model learn causes?
Compare this account’s mechanism with the preceding reading; note where their predictions differ.
Ideas and questions
Read background definitions when a term blocks the argument. Then return to the source and reconstruct its claim in your own words.
Read alongside, read against
Nature's Capacities and Their Measurement
Nancy Cartwright. Compare assumptions, evidence and scope with the source above. These are editorial companions, not necessarily direct responses.
Making Things Happen
James Woodward. Compare assumptions, evidence and scope with the source above. These are editorial companions, not necessarily direct responses.
The Cement of the Universe
J. L. Mackie. Compare assumptions, evidence and scope with the source above. These are editorial companions, not necessarily direct responses.
Causal Inference: What If
Hernán · Robins. Compare assumptions, evidence and scope with the source above. These are editorial companions, not necessarily direct responses.
Elements of Causal Inference
Peters, Janzing · Schölkopf. Compare assumptions, evidence and scope with the source above. These are editorial companions, not necessarily direct responses.