Table 1. Normalization of three ChIP-chip data sets.
Experiment | StandardNormalization | Invariantnormalization | HMM-assistednormalization | |
H3K27me3 | Enriched (M>1.5) | 27004 | 24110 | 45317 |
M<−1.5 | 5441 | 6687 | 650 | |
E(z) | Enriched (M>1.5) | 3927 | 4057 | 4440 |
M<−1.5 | 0 | 0 | 0 | |
PolII | Enriched (M>1.5) | 14435 | 20392 | 22395 |
M<−1.5 | 3 | 0 | 0 |
The number of probes identified as being enriched (i.e. having an M-value>1.5) and the number of probes with M-values below −1.5 for the H3K27me3, E(z) and PolII experiments. Arguably, the number of false positives in analyses using the HMM and invariant normalizations can be estimated as the number of probes below −1.5.