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. Author manuscript; available in PMC: 2024 Jan 1.
Published in final edited form as: Commun Stat Simul Comput. 2021 Sep 14;52(10):4981–4998. doi: 10.1080/03610918.2021.1974883

Table 7:

Conditional independence test results (p-value)

Method IRD-test IEP-test ICQP-test ITP-test
Robust RF + MCM-EA 0.17 0.50 1.00 0.38
Robust RF + RL 0.22 0.54 0.95 0.49
Robust GBM + MCM-EA 0.06 0.57 0.69 0.29
Robust GBM + RL 0.29 0.50 0.32 0.55