hepstats.hypotests package

Module for hypothesis tests, upper limits and confidence intervals calculations.

Subpackages

• hepstats.hypotests.calculators package
  • Submodules
    • hepstats.hypotests.calculators.asymptotic_calculator module
      • generate_asimov_hist()
      • generate_asimov_dataset()
      • AsymptoticCalculator
    • hepstats.hypotests.calculators.basecalculator module
      • BaseCalculator
      • BaseToysCalculator
      • ToysCalculator
    • hepstats.hypotests.calculators.frequentist_calculator module
      • FrequentistCalculator
• hepstats.hypotests.core package
  • Submodules
    • hepstats.hypotests.core.basetest module
      • BaseTest
    • hepstats.hypotests.core.confidence_interval module
      • ConfidenceInterval
    • hepstats.hypotests.core.discovery module
      • Discovery
    • hepstats.hypotests.core.upperlimit module
      • UpperLimit

Submodules

• hepstats.hypotests.exceptions module
  • POIRangeError
    • POIRangeError.add_note()
    • POIRangeError.args
    • POIRangeError.with_traceback()
  • ParameterNotFound
    • ParameterNotFound.add_note()
    • ParameterNotFound.args
    • ParameterNotFound.with_traceback()
  • FormatError
    • FormatError.add_note()
    • FormatError.args
    • FormatError.with_traceback()
• hepstats.hypotests.hypotests_object module
  • HypotestsObject
    • HypotestsObject.loss
    • HypotestsObject.minimizer
    • HypotestsObject.bestfit
    • HypotestsObject.model
    • HypotestsObject.data
    • HypotestsObject.constraints
    • HypotestsObject.get_parameter()
    • HypotestsObject.parameters
    • HypotestsObject.set_params_to_bestfit()
    • HypotestsObject.lossbuilder()
  • ToysObject
    • ToysObject.bestfit
    • ToysObject.constraints
    • ToysObject.data
    • ToysObject.get_parameter()
    • ToysObject.loss
    • ToysObject.lossbuilder()
    • ToysObject.minimizer
    • ToysObject.model
    • ToysObject.parameters
    • ToysObject.sampler()
    • ToysObject.set_params_to_bestfit()
    • ToysObject.sample()
    • ToysObject.toys_loss()
• hepstats.hypotests.parameters module
  • POIarray
    • POIarray.values
    • POIarray.ndim
    • POIarray.shape
    • POIarray.append()
  • POI
    • POI.value
    • POI.append()
    • POI.ndim
    • POI.shape
    • POI.values
  • asarray()
• hepstats.hypotests.toyutils module
  • ToyResult
    • ToyResult.poigen
    • ToyResult.bestfit
    • ToyResult.poieval
    • ToyResult.nll_bestfit
    • ToyResult.nlls
    • ToyResult.ntoys
    • ToyResult.add_entries()
    • ToyResult.to_dict()
  • FitFailuresWarning
    • FitFailuresWarning.add_note()
    • FitFailuresWarning.args
    • FitFailuresWarning.with_traceback()
  • ToysManager
    • ToysManager.get_toyresult()
    • ToysManager.add_toyresult()
    • ToysManager.ntoys()
    • ToysManager.generate_and_fit_toys()
    • ToysManager.keys()
    • ToysManager.values()
    • ToysManager.toyresults_to_dict()
    • ToysManager.to_yaml()
    • ToysManager.toysresults_from_yaml()
    • ToysManager.from_yaml()
    • ToysManager.bestfit
    • ToysManager.constraints
    • ToysManager.data
    • ToysManager.get_parameter()
    • ToysManager.loss
    • ToysManager.lossbuilder()
    • ToysManager.minimizer
    • ToysManager.model
    • ToysManager.parameters
    • ToysManager.sample()
    • ToysManager.sampler()
    • ToysManager.set_params_to_bestfit()
    • ToysManager.toys_loss()