Table 1.
Data Set | Test | Rejection Rate | Min P-valuea | Med P-value | Max P-value |
HG-U95Av2 | AD | 962 | 0 | 0.0008 | 0.4738 |
KS | 796 | 0 | 0.0082 | 0.8261 | |
SW | 999 | 0 | 0.0036 | 0.1186 | |
HG-U133A | AD | 850 | 0 | 0.0064 | 0.5915 |
KS | 594 | 0 | 0.0307 | 0.7700 | |
SW | 962 | 0 | 0.0031 | 0.3010 | |
GoldenSpike | AD | 885 | 0 | 0.0035 | 0.3559 |
KS | 639 | 0 | 0.0259 | 0.7490 | |
SW | 987 | 0 | 0.0016 | 0.1502 |
The rejection rates (number of p-values less than 0.05) are much higher than expected, indicating that the background noise is not likely to be normally distributed.
a P-values are not identically 0, but are 0 to at least five decimal places.
AD = Anderson-Darling test, KS = Kolmorgorov-Smirnov test, SW = Shapiro-Wilk test.