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...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Bingyuan Zhang, Joe Suzuki
स्वरूप: लेख
भाषा:English
प्रकाशित: MDPI AG 2023-02-01
श्रृंखला:Entropy
विषय:
ऑनलाइन पहुंच:https://www.mdpi.com/1099-4300/25/3/425