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 Summary
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 Model summary
 =============
 Model: BCEfficiencyFitter with f1
 Number of parameters: 4
 List of Parameters and ranges:
  (0) Parameter "p0": (30, 50)
  (1) Parameter "p1": (10, 30)
  (2) Parameter "p2": (0, 0.1)
  (3) Parameter "p3": (0.8, 1)

 Results of the optimization
 ===========================
 Optimization algorithm used: Minuit
 List of parameters and global mode:
  (0) Parameter "p0": 38.6664 +- 1.33518
  (1) Parameter "p1": 19.18 +- 2.77113
  (2) Parameter "p2": 0.0147871 +- 0.0282653
  (3) Parameter "p3": 0.919647 +- 0.0287022

 Results of the model test
 =========================
 p-value at global mode: 0

 Results of the marginalization
 ==============================
 List of parameters and properties of the marginalized
 distributions:
  (0) Parameter "p0":
      Mean +- sqrt(V):                38.94 +- 1.226
      Median +- central 68% interval: 38.94 +  1.223 - 1.219
      (Marginalized) mode:            39.1
       5% quantile:                   36.92
      10% quantile:                   37.37
      16% quantile:                   37.72
      84% quantile:                   40.21
      90% quantile:                   40.52
      95% quantile:                   40.97
      Smallest interval(s) containing 68% and local modes:
       (37.6, 40.4) (local mode at 39.1 with rel. height 1; rel. area 0.7111)

  (1) Parameter "p1":
      Mean +- sqrt(V):                18.44 +- 2.178
      Median +- central 68% interval: 18.43 +  2.17 - 2.157
      (Marginalized) mode:            18.3
       5% quantile:                   14.87
      10% quantile:                   15.65
      16% quantile:                   16.27
      84% quantile:                   20.7
      90% quantile:                   21.24
      95% quantile:                   22.04
      Smallest interval(s) containing 68% and local modes:
       (16.2, 20.8) (local mode at 18.3 with rel. height 1; rel. area 0.6884)

  (2) Parameter "p2":
      Mean +- sqrt(V):                0.03163 +- 0.02125
      Median +- central 68% interval: 0.02846 +  0.02555 - 0.01898
      (Marginalized) mode:            0.0155
       5% quantile:                   0.003068
      10% quantile:                   0.006016
      16% quantile:                   0.009479
      84% quantile:                   0.05514
      90% quantile:                   0.06187
      95% quantile:                   0.0717
      Smallest interval(s) containing 68% and local modes:
       (0, 0.042) (local mode at 0.0155 with rel. height 1; rel. area 0.6933)

  (3) Parameter "p3":
      Mean +- sqrt(V):                0.9119 +- 0.0279
      Median +- central 68% interval: 0.9134 +  0.02648 - 0.02952
      (Marginalized) mode:            0.915
       5% quantile:                   0.8636
      10% quantile:                   0.8749
      16% quantile:                   0.8839
      84% quantile:                   0.9409
      90% quantile:                   0.9469
      95% quantile:                   0.9554
      Smallest interval(s) containing 68% and local modes:
       (0.886, 0.944) (local mode at 0.915 with rel. height 1; rel. area 0.6822)

 Status of the MCMC
 ==================
 Convergence reached:                    yes
 Number of iterations until convergence: 8000
 Number of chains:                       5
 Number of iterations per chain:         200000
 Average efficiencies:
  (0) Parameter "p0": 15.85%
  (1) Parameter "p1": 26.12%
  (2) Parameter "p2": 23.99%
  (3) Parameter "p3": 17.62%

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 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
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