----------------------------------------------------- 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": 35.7379 (1) Parameter "sig1": 0.566434 (2) Parameter "dp": 0.000721404 (3) Parameter "ds": -0.0169982 Results of the marginalization ============================== List of parameters and properties of the marginalized distributions: (0) Parameter "sig0": Mean +- sqrt(V): 35.89 +- 0.5158 Median +- central 68% interval: 35.83 + 0.6055 - 0.5086 (Marginalized) mode: 35.75 5% quantile: 35.1 10% quantile: 35.2 16% quantile: 35.32 84% quantile: 36.45 90% quantile: 36.65 95% quantile: 36.91 Smallest interval(s) containing 68% and local modes: (35, 37) (local mode at 35.75 with rel. height 1; rel. area 0.8723) (1) Parameter "sig1": Mean +- sqrt(V): 1.94 +- 1.436 Median +- central 68% interval: 1.667 + 1.741 - 1.164 (Marginalized) mode: 0.3 5% quantile: 0.1569 10% quantile: 0.3131 16% quantile: 0.5031 84% quantile: 3.488 90% quantile: 3.951 95% quantile: 4.685 Smallest interval(s) containing 68% and local modes: (0, 2.8) (local mode at 0.3 with rel. height 1; rel. area 0.715) (2) Parameter "dp": Mean +- sqrt(V): 0.002768 +- 0.01957 Median +- central 68% interval: 0.002744 + 0.01948 - 0.01947 (Marginalized) mode: 0.003 5% quantile: -0.02924 10% quantile: -0.02221 16% quantile: -0.01673 84% quantile: 0.02303 90% quantile: 0.02783 95% quantile: 0.03502 Smallest interval(s) containing 68% and local modes: (-0.016, 0.026) (local mode at 0.003 with rel. height 1; rel. area 0.6931) (3) Parameter "ds": Mean +- sqrt(V): -0.004351 +- 0.009138 Median +- central 68% interval: -0.006089 + 0.01248 - 0.007923 (Marginalized) mode: -0.01683 5% quantile: -0.0161 10% quantile: -0.01514 16% quantile: -0.01401 84% quantile: 0.006909 90% quantile: 0.009704 95% quantile: 0.01297 Smallest interval(s) containing 68% and local modes: (-0.017, -0.00068) (local mode at -0.017 with rel. height 1; rel. area 0.6625) (-0.00068, 0.00034) (local mode at -0.00068 with rel. height 0.491; rel. area 0.01891) Status of the MCMC ================== Convergence reached: yes Number of iterations until convergence: 20000 Number of chains: 5 Number of iterations per chain: 100000 Average efficiencies: (0) Parameter "sig0": 26.55% (1) Parameter "sig1": 22.12% (2) Parameter "dp": 18.05% (3) Parameter "ds": 35.6% ----------------------------------------------------- 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 -----------------------------------------------------