From: A unified framework for estimating parameters of kinetic biological models
Without informed prior | With informed prior | ||||
---|---|---|---|---|---|
Parameter name | Actual value | Mean | Std. Dev. | Mean | Std. Dev. |
p_degradation_rate | 0.8 | 0.72 | 0.27 | 0.85 | 0.05 |
rbs1_strength | 3.9 | 3.33 | 1.41 | 3.98 | 0.23 |
rbs2_strength | 5.0 | 4.82 | 2.18 | 5.94 | 0.33 |
rbs3_strength | 5.0 | 4.31 | 1.56 | 5.13 | 0.32 |
rbs4_strength | 1.0 | 1.29 | 0.81 | 1.46 | 0.29 |
rbs5_strength | 5.0 | 3.77 | 1.56 | 5.23 | 0.31 |
rbs6_strength | 5.0 | 4.55 | 1.64 | 5.03 | 0.28 |
pro1_strength | 3.0 | 2.94 | 0.15 | 3.04 | 0.05 |
pro2_strength | 8.0 | 6.66 | 2.58 | 5.85 | 0.47 |
pro3_strength | 6.0 | 9.14 | 4.43 | 7.12 | 0.68 |
pro4_strength | 8.0 | 1.50 | 1.87 | 2.93 | 1.78 |
pro5_strength | 3.0 | 3.46 | 0.80 | 3.03 | 0.07 |
pro6_strength | 3.0 | 3.27 | 0.54 | 3.27 | 0.03 |
v1_Kd | 1.0 | 1.40 | 1.62 | 1.54 | 0.18 |
v1_h | 4.0 | 2.98 | 2.36 | 2.54 | 0.92 |
v2_Kd | 1.0 | 1.17 | 0.74 | 1.87 | 0.15 |
v2_h | 2.0 | 3.32 | 2.09 | 3.74 | 1.28 |
v3_Kd | 0.1 | 0.61 | 0.31 | 0.56 | 0.18 |
v3_h | 2.0 | 2.99 | 2.20 | 4.05 | 0.34 |
v4_Kd | 10.0 | 7.17 | 3.10 | 8.04 | 1.12 |
v4_h | 4.0 | 2.97 | 2.06 | 2.49 | 0.42 |
v5_Kd | 1.0 | 2.16 | 1.52 | 2.22 | 0.41 |
v5_h | 1.0 | 1.27 | 0.29 | 1.20 | 0.08 |
v6_Kd | 0.1 | 0.64 | 0.57 | 0.28 | 0.02 |
v6_h | 2.0 | 5.55 | 3.07 | 3.20 | 0.39 |
v7_Kd | 0.1 | 0.48 | 0.28 | 0.26 | 0.02 |
v7_h | 2.0 | 5.34 | 3.03 | 2.78 | 0.35 |
v8_Kd | 0.2 | 2.14 | 2.40 | 0.41 | 0.30 |
v8_h | 4.0 | 1.12 | 0.50 | 1.77 | 0.33 |