Table 1 Evaluation of the model estimation by the iNET approach
From: Integrative network-based Bayesian analysis of diverse genomics data
Model | Parameters | True value | Mean estimation | Estimated error |
|---|---|---|---|---|
Three-way model | ||||
Case I | G-C/M-C/M-G | 0.2 | 0.23 | 0.04 |
Case II | G-C/M-C/M-G | 0.3 | 0.31 | 0.05 |
Case III | G-C/M-C/M-G | 0.4 | 0.40 | 0.05 |
Independent model | ||||
Case I | G-C/M-C | 0.2 | 0.22 | 0.04 |
Case II | G-C/M-C | 0.3 | 0.31 | 0.05 |
Case III | G-C/M-C | 0.4 | 0.43 | 0.04 |
Causal model | Â | Â | Â | Â |
Case I | G-C/M-G | 0.2 | 0.23 | 0.04 |
Case II | G-C/M-G | 0.3 | 0.31 | 0.05 |
Case III | G-C/M-G | 0.4 | 0.41 | 0.04 |
microRNA model | ||||
Case I | M-C | 0.2 | 0.22 | 0.04 |
Case II | M-C | 0.3 | 0.30 | 0.04 |
Case III | M-C | 0.4 | 0.39 | 0.05 |