Causation, Prediction, and Search¶
Spirtes, P., Glymour, C., & Scheines, R. (2001). Causation, Prediction, and Search. The MIT Press.
Cited by¶
2 citations across 2 artifacts.
Each citation links to the sentence it supports in the citing article.
Mechanisms¶
- Expert Dependency Review
- It supplies exactly what observational data cannot: the causal direction that data leaves undetermined, and unmeasured variables that were never logged.
This sourceShows that observational conditional-independence information can identify only an equivalence class in some cases, leaving certain causal edge directions undetermined.
- It supplies exactly what observational data cannot: the causal direction that data leaves undetermined, and unmeasured variables that were never logged.
- Structure-Learning Screen
- Its correctness rests on assumptions that rarely hold cleanly: faithfulness (every independence in the data reflects the graph's structure)
This sourceStates the faithfulness, causal-sufficiency, and statistical-information assumptions required for reliable causal-structure discovery.
- Its correctness rests on assumptions that rarely hold cleanly: faithfulness (every independence in the data reflects the graph's structure)
Verification¶
Does it exist? Confirmed. This work's DOI resolves to a registered record, which fixes its identity. That is all it fixes.
Does it back the claim? Not recorded. Neither this nor any other of the 2 citations of this work carries a recorded support check.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
See how references were verified.
Links previously used in the corpus¶
Before the registry existed this work was also linked 1 other way.
Registry ID ref:d9db64d63e79 · see in the full table