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...

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Detalles Bibliográficos
Autores principales: Zhang, Bingyuan, Suzuki, Joe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
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

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047653/
https://www.ncbi.nlm.nih.gov/pubmed/36981314
http://dx.doi.org/10.3390/e25030425

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