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mcframework documentation

  • Getting Started
  • Project Plan
  • System Design
  • Core Module
  • Backends Module
    • Stats Engine
    • Simulations Module
    • Utilities Module
  • GitHub
  • Getting Started
  • Project Plan
  • System Design
  • Core Module
  • Backends Module
  • Stats Engine
  • Simulations Module
  • Utilities Module
  • GitHub

Section Navigation

  • mcframework.stats_engine.StatsContext
  • mcframework.stats_engine.mean
  • mcframework.stats_engine.std
  • mcframework.stats_engine.percentiles
  • mcframework.stats_engine.skew
  • mcframework.stats_engine.kurtosis
  • mcframework.stats_engine.ci_mean
  • mcframework.stats_engine.ci_mean_bootstrap
  • mcframework.stats_engine.ci_mean_chebyshev
  • mcframework.stats_engine.bias_to_target
  • mcframework.stats_engine.mse_to_target
  • mcframework.stats_engine.markov_error_prob
  • mcframework.stats_engine.chebyshev_required_n
  • mcframework.stats_engine.StatsEngine
  • mcframework.stats_engine.FnMetric
  • mcframework.stats_engine.ComputeResult
  • mcframework.stats_engine.build_default_engine
  • mcframework.stats_engine.CIMethod
  • mcframework.stats_engine.NanPolicy
  • mcframework.stats_engine.BootstrapMethod
  • mcframework.stats_engine.MissingContextError
  • mcframework.stats_engine.InsufficientDataError
  • Stats Engine
  • mcframework.stats_engine.build_default_engine

mcframework.stats_engine.build_default_engine#

mcframework.stats_engine.build_default_engine(include_dist_free: bool = True, include_target_bounds: bool = True) → StatsEngine[source]#

Construct a StatsEngine with a practical set of metrics.

Parameters:
include_dist_freebool, default True

Include Chebyshev-based CI and sizing.

include_target_boundsbool, default True

Include bias_to_target(), mse_to_target(), markov_error_prob().

Returns:
StatsEngine
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  • build_default_engine()

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