The King County Dept. of Information Technology (KCIT) supports King County employees, residents, and other government agencies with a wide array of innovative technology services. …

2017年2月13日 · Constraint-based causal discovery (CCD) algorithms require fast and accurate conditional independence (CI) testing. The Kernel Conditional Independence Test (KCIT) is …

2012年2月14日 · We propose a Kernel-based Conditional Independence test (KCI-test), by constructing an appropriate test statistic and deriving its asymptotic distribution under the null …

KCIT offers innovative solutions that engage, empower, and serve our residents, businesses, communities and interested stakeholders. We are building vibrant communities through digital …

2018年12月19日 · Kernel Conditional Independence Test (KCIT) 是目前非参数设置中最流行的 CI 测试之一，但许多研究人员不能将 KCIT 用于大型数据集，因为该测试至少与样本大小成二次 …

Kernel-based conditional independence (KCI) test and independence test 1. To test if x and y are conditionally or unconditionally independent on Z. For unconditional independence tests, Z is …

2018年12月19日 · Constraint-based causal discovery (CCD) algorithms require fast and accurate conditional independence (CI) testing. The Kernel Conditional Independence Test (KCIT) is …

2019年12月26日 · Intuitively, KCIT works by testing for vanishing correlation between residual functions in RKHSs. A prominent advantage of KCIT is that the null distribution of the test …

Test (KCIT) is currently one of the most popular CI tests in the non-parametric setting, but many investigators cannot use KCIT with large datasets because the test scales cubicly with sample …

This repository includes MATLAB code for the Kernel Conditional Independence Permutation Test (KCIPT) as introduced in: Doran, Gary, Krikamol Muandet, Kun Zhang, and Bernhard …