Table 1.
Features of peak calling methods
| GEM | BCP (TF) | BCP (Histone) | MUSIC | MACS2 | ZINBA | TM | |
|---|---|---|---|---|---|---|---|
| Locating the potential peaks | |||||||
| High resolution | Yes | Yes | No | Yes | Yes | No | Yes |
| ChIP and input sample signals combined | No | No | No | No | No | Yes | Yes |
| Multiple alternate window sizes | Yes | Yes | Yes | Yes | No | No | No |
| Use of variability of local signal | Yes | Yes | Yes | No | Yes | Yes | No |
| Ranking of peaks | |||||||
| Binomial test | Yes | No | No | Yes | No | No | No |
| Poisson test | No | Yes | No | No | Yes | No | No |
| Normalized difference score | No | No | No | No | No | No | Yes |
| Use of underlying genome sequence | Yes | No | No | No | No | No | No |
| Posterior probability of enrichment | No | No | Yes | No | No | Yes | No |
Note. See Supplementary Table S1 for a more complete list of features and peak calling methods.