----------------------------------------------------- Summary ----------------------------------------------------- Model summary ============= Model: model Number of parameters: 4 List of Parameters and ranges: (0) Parameter "sig0": (0, 50) (1) Parameter "sig1": (0, 20) (2) Parameter "dp": (-0.1, 0.1) (3) Parameter "ds": (-0.017, 0.017) Results of the optimization =========================== Optimization algorithm used: Metropolis MCMC List of parameters and global mode: (0) Parameter "sig0": 35.8033 (1) Parameter "sig1": 0.78555 (2) Parameter "dp": 0.000940959 (3) Parameter "ds": -0.0169418 Results of the marginalization ============================== List of parameters and properties of the marginalized distributions: (0) Parameter "sig0": Mean +- sqrt(V): 35.89 +- 0.5115 Median +- central 68% interval: 35.82 + 0.6043 - 0.5052 (Marginalized) mode: 35.75 5% quantile: 35.1 10% quantile: 35.2 16% quantile: 35.32 84% quantile: 36.45 90% quantile: 36.63 95% quantile: 36.9 Smallest interval(s) containing 68% and local modes: (35, 37) (local mode at 35.75 with rel. height 1; rel. area 0.875) (1) Parameter "sig1": Mean +- sqrt(V): 2.329 +- 1.734 Median +- central 68% interval: 1.982 + 2.1 - 1.376 (Marginalized) mode: 0.3 5% quantile: 0.1897 10% quantile: 0.3784 16% quantile: 0.6055 84% quantile: 4.181 90% quantile: 4.75 95% quantile: 5.663 Smallest interval(s) containing 68% and local modes: (0, 3.2) (local mode at 0.3 with rel. height 1; rel. area 0.6948) (2) Parameter "dp": Mean +- sqrt(V): 0.003572 +- 0.01953 Median +- central 68% interval: 0.003585 + 0.01924 - 0.01944 (Marginalized) mode: 0.005 5% quantile: -0.02857 10% quantile: -0.02144 16% quantile: -0.01585 84% quantile: 0.02365 90% quantile: 0.02857 95% quantile: 0.036 Smallest interval(s) containing 68% and local modes: (-0.016, 0.026) (local mode at 0.005 with rel. height 1; rel. area 0.6962) (3) Parameter "ds": Mean +- sqrt(V): -0.004594 +- 0.009087 Median +- central 68% interval: -0.006382 + 0.01242 - 0.007784 (Marginalized) mode: -0.01683 5% quantile: -0.01616 10% quantile: -0.01529 16% quantile: -0.01417 84% quantile: 0.006563 90% quantile: 0.009417 95% quantile: 0.0128 Smallest interval(s) containing 68% and local modes: (-0.017, -0.00068) (local mode at -0.017 with rel. height 1; rel. area 0.6739) (-0.00068, 0) (local mode at -0.00068 with rel. height 0.4677; rel. area 0.009516) Status of the MCMC ================== Convergence reached: yes Number of iterations until convergence: 16000 Number of chains: 5 Number of iterations per chain: 100000 Average efficiencies: (0) Parameter "sig0": 26.2% (1) Parameter "sig1": 25.46% (2) Parameter "dp": 18.19% (3) Parameter "ds": 35.19% ----------------------------------------------------- Notation: Mean : mean value of the marg. pdf Median : maximum of the marg. pdf Marg. mode : most probable value of the marg. pdf V : Variance of the marg. pdf Quantiles : most commonly used quantiles -----------------------------------------------------