Table 3.
Case 3: posterior inference results
Value | Prior | Simulation | Experiment | |
---|---|---|---|---|
δM | 0.44 | Γ(0.44,0.02) | 0.56 (0.36–0.92) | 0.45 (0.26–0.82) |
δP | 0.52 | Γ(0.52,0.02) | 0.59 (0.38–0.89) | 0.71 (0.45–1.09) |
α | 20 | Exp(100) | 16.97 (6.54–78.98) | 0.46 (0.14–1.51) |
sP | 0.2 | Exp(1) | 0.17 (0.09–0.3) | 2.11 (1.24–3.56) |
Priors, posterior medians and 95% credibility intervals inferred from both simulated and experimental data. Rates are per hour. Γ(μ, σ2) denotes Gamma distribution with mean μ and variance σ2. Full list of all parameter estimates is provided in Supplementary Material.