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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": (0, 100)
  (1) Parameter "p1": (0, 100)
  (2) Parameter "p2": (0, 1)
  (3) Parameter "p3": (0, 1)

 Results of the optimization
 ===========================
 Optimization algorithm used: Minuit
 List of parameters and global mode:
  (0) Parameter "p0": 38.6667 +- 1.33935
  (1) Parameter "p1": 19.1806 +- 2.80687
  (2) Parameter "p2": 0.0147851 +- 0.032319
  (3) Parameter "p3": 0.919655 +- 0.0290688

 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):                38.95 +- 1.244
      Median +- central 68% interval: 38.95 +  1.311 - 1.325
      (Marginalized) mode:            38.5
       5% quantile:                   36.81
      10% quantile:                   37.25
      16% quantile:                   37.62
      84% quantile:                   40.33
      90% quantile:                   40.66
      95% quantile:                   41
      Smallest interval(s) containing 68% and local modes:
       (37, 41) (local mode at 38.5 with rel. height 1; rel. area 0.741)

  (1) Parameter "p1":
      Mean +- sqrt(V):                18.47 +- 2.188
      Median +- central 68% interval: 18.43 +  2.28 - 2.208
      (Marginalized) mode:            18.5
       5% quantile:                   14.9
      10% quantile:                   15.59
      16% quantile:                   16.22
      84% quantile:                   20.8
      90% quantile:                   21.39
      95% quantile:                   22.17
      Smallest interval(s) containing 68% and local modes:
       (16, 22) (local mode at 18.5 with rel. height 1; rel. area 0.7396)

  (2) Parameter "p2":
      Mean +- sqrt(V):                0.03192 +- 0.02168
      Median +- central 68% interval: 0.02885 +  0.02546 - 0.01929
      (Marginalized) mode:            0.015
       5% quantile:                   0.002988
      10% quantile:                   0.005975
      16% quantile:                   0.00956
      84% quantile:                   0.05547
      90% quantile:                   0.06211
      95% quantile:                   0.07321
      Smallest interval(s) containing 68% and local modes:
       (0, 0.06) (local mode at 0.015 with rel. height 1; rel. area 0.8028)

  (3) Parameter "p3":
      Mean +- sqrt(V):                0.9125 +- 0.02824
      Median +- central 68% interval: 0.9141 +  0.02688 - 0.03049
      (Marginalized) mode:            0.915
       5% quantile:                   0.8617
      10% quantile:                   0.874
      16% quantile:                   0.8837
      84% quantile:                   0.9422
      90% quantile:                   0.948
      95% quantile:                   0.9565
      Smallest interval(s) containing 68% and local modes:
       (0.89, 0.96) (local mode at 0.915 with rel. height 1; rel. area 0.7076)

 Status of the MCMC
 ==================
 Convergence reached:                    yes
 Number of iterations until convergence: 16000
 Number of chains:                       5
 Number of iterations per chain:         10000
 Average efficiencies:
  (0) Parameter "p0": 23.75%
  (1) Parameter "p1": 21.74%
  (2) Parameter "p2": 20.32%
  (3) Parameter "p3": 25.81%

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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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