Reimplement your oracle-based algorithm, whether IC or PC, using significance testing of partial correlations instead of the
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Reimplement your oracle-based algorithm, whether IC or PC, using significance testing of partial correlations instead of the oracle, with the input being joint samples across the variables rather than a known Bayesian net. Using a variety of a levels
(say, 0.01, 0.05, 0.1), compare the results you get with your oracle-based version.
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Related Book For 
Bayesian Artificial Intelligence
ISBN: 9781439815915
2nd Edition
Authors: Kevin B. Korb, Ann E. Nicholson
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