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Extending Hilbert–Schmidt Independence Criterion for Testing Conditional Independence
The Conditional Independence (CI) test is a fundamental problem in statistics. Many nonparametric CI tests have been developed, but a common challenge exists: the current methods perform poorly with a high-dimensional conditioning set. In this paper, we considered a nonparametric CI test using a ker...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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MDPI
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047653/ https://www.ncbi.nlm.nih.gov/pubmed/36981314 http://dx.doi.org/10.3390/e25030425 |