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Contents:
Quick Start
Exclusion limits
Plug-ins
Spey-pyhf plug-in documentation
Spey-fastprof: TBA
Combining Statistical Models
Building a plugin
Kitchen Sink
Using Spey with experimental data
Inference with parameter dependent signal yields
Statistical inference on Histogram
Gradient of a Statistical Model
Signal Uncertainties
Building a Plug-in
Neutrino Experiment (example)
Simple Poisson (example)
Introduction to Spey (PyHEP 2023)
Description of all functions and classes
spey.version
spey.about
spey.check_updates
spey.ExpectationType
spey.AvailableBackends
spey.get_backend
spey.get_backend_metadata
spey.get_backend_bibtex
spey.cite
spey.reset_backend_entries
spey.statistical_model_wrapper
spey.helper_functions.correlation_to_covariance
spey.helper_functions.covariance_to_correlation
spey.optimizer.core.fit
spey.set_log_level
spey.hypothesis_testing.test_statistics.qmu
spey.hypothesis_testing.test_statistics.qmu_tilde
spey.hypothesis_testing.test_statistics.q0
spey.hypothesis_testing.test_statistics.get_test_statistic
spey.hypothesis_testing.test_statistics.compute_teststatistics
spey.hypothesis_testing.upper_limits.ComputerWrapper
spey.hypothesis_testing.upper_limits.find_poi_upper_limit
spey.hypothesis_testing.upper_limits.find_root_limits
spey.hypothesis_testing.utils.pvalues
spey.hypothesis_testing.utils.expected_pvalues
spey.hypothesis_testing.distributions.AsymptoticTestStatisticsDistribution
spey.hypothesis_testing.distributions.EmpricTestStatisticsDistribution
spey.hypothesis_testing.asymptotic_calculator.compute_asymptotic_confidence_level
spey.hypothesis_testing.toy_calculator.compute_toy_confidence_level
spey.math.value_and_grad
spey.math.hessian
spey.backends.distributions.Poisson
spey.backends.distributions.Normal
spey.backends.distributions.MultivariateNormal
spey.backends.distributions.MainModel
spey.backends.distributions.ConstraintModel
spey.backends.default_pdf.DefaultPDFBase
spey.backends.default_pdf.UncorrelatedBackground
spey.backends.default_pdf.CorrelatedBackground
spey.backends.default_pdf.ThirdMomentExpansion
spey.backends.default_pdf.EffectiveSigma
spey.backends.default_pdf.third_moment.third_moment_expansion
spey.backends.default_pdf.third_moment.compute_third_moments
spey.backends.default_pdf.simple_pdf.Poisson
spey.system.exceptions.AnalysisQueryError
spey.system.exceptions.MethodNotAvailable
spey.system.exceptions.NegativeExpectedYields
spey.system.exceptions.PluginError
spey.system.exceptions.UnknownCrossSection
spey.system.exceptions.UnknownTestStatistics
spey.system.exceptions.CalculatorNotAvailable
spey.system.exceptions.CanNotFindRoots
spey.system.exceptions.UnknownComputer
spey.system.exceptions.CombinerNotAvailable
Use & Citations
Contributing to Spey
Known Issues
Outreach
Release Notes
Release notes v0.1
Bibliography
Repository
Suggest edit
.rst
.pdf
Building a Plug-in
Building a Plug-in
#
Neutrino Experiment (example)
Simple Poisson (example)
