Table 2 Prior parameterisation settings considered for sensitivity analysis of BINDER
From: BINDER: computationally inferring a gene regulatory network for Mycobacterium abscessus
Hyperparameter | Uninformative | Informative | Precise |
|---|---|---|---|
\(\mu _{\zeta _{r}}\) | 0 | -3 | -3 |
\(\sigma _{\zeta _{r}}\) | 3 | 1 | 0.1 |
\(\mu _{\tau _{\text {ME}_{r}}}\) | 0 | 3 | 3 |
\(\sigma _{\tau _{\text {ME}_{r}}}\) | 3 | 1 | 0.1 |
\(\mu _{\tau _{\text {PE}_{r}}}\) | 0 | 3 | 3 |
\(\sigma _{\tau _{\text {PE}_{r}}}\) | 3 | 1 | 0.1 |
\(\mu _{\phi _{r}}\) | 0 | 0 | 0 |
\(\sigma _{\phi _{r}}\) | 1 | 0.5 | 0.1 |
\(\mu _{\psi _{\text {CP}_{r}}}\) | 0 | 0 | 0 |
\(\sigma _{\psi _{\text {CP}_{r}}}\) | 3 | 1.5 | 0.5 |
\(\mu _{\psi _{\text {CM}_{r}}}\) | 0 | 0 | 0 |
\(\sigma _{\psi _{\text {CM}_{r}}}\) | 3 | 1.5 | 0.5 |