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Optimizing the PC Algorithm #2

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LilithWittmann opened this issue Oct 15, 2023 · 1 comment

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LilithWittmann commented Oct 15, 2023

Improving the Efficiency of the PC Algorithm by Using Model-Based Conditional Independence Tests - often 90% less independence tests
If we run ci tests in parallel, it gets faster - but you can only do it on every level - we already do this nice. But someone wrote a paper on it.

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this-is-sofia commented Oct 18, 2023 •

edited

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Might be also nice to implement heuristics for datasets with a lot of variables.

Screenshot 2023-10-18 at 16 10 52

https://philarchive.org/archive/SPICPA-2

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