Conditional Independence Testing on Post-nonlinear CI benchmark synthetic n=1000 (dz=50)
0.05Type-I ErrorFMCIT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FMCITscale s=0.50, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.05 | 1 | |
| FMCITscale s=1.00, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.05 | 0.98 | |
| NNLSCITscale s=1.00, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.05 | 0.3 | |
| CDCITscale s=1.00, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.05 | 0.69 | |
| NNLSCITscale s=0.75, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.06 | 0.52 | |
| FMCITscale s=0.75, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.07 | 1 | |
| CDCITscale s=0.75, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.07 | 0.8 | |
| CDCITscale s=0.50, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.08 | 0.97 | |
| NNLSCITscale s=0.50, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.11 | 0.88 | |
| KCITscale s=0.50, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.14 | 1 | |
| KCITscale s=0.75, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.14 | 1 | |
| KCITscale s=1.00, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.15 | 0.99 | |
| EKCIscale s=0.50, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.2 | 1 | |
| EKCIscale s=0.75, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.23 | 1 | |
| EKCIscale s=1.00, significance level α=0.05, sample size n=1000, number of trials=1002026.02 | 0.24 | 0.99 |