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Analysis of cause-effect inference by comparing regression errors
We address the problem of inferring the causal direction between two variables by comparing the least-squares errors of the predictions in both possible directions. Under the assumption of an independence between the function relating cause and effect, the conditional noise distribution, and the dis...
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| Published in: | PeerJ Comput Sci |
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| Main Authors: | , , , , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
PeerJ Inc.
2019
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7924496/ https://ncbi.nlm.nih.gov/pubmed/33816822 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.169 |
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