Figure 7
From: Bayesian model-based inference of transcription factor activity
Linear versus non-linear. Benefits of the nonlinear model. (a) shows the significant improvement in likelihood over a linear model for the fission data. (b) a gene from the E. coli dataset that is modeled reasonably well by the linear model. (c) a gene from the E. coli dataset that is modeled badly by the linear model.