A GMM-based conditional independence test (DCT-GMM) estimates latent Gaussian correlations from discretized data without binarizing, improving power over the prior DCT test.
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A Sample Efficient Conditional Independence Test in the Presence of Discretization
A GMM-based conditional independence test (DCT-GMM) estimates latent Gaussian correlations from discretized data without binarizing, improving power over the prior DCT test.