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pyhf 0.7.1.dev276 documentation

  • Introduction
  • Likelihood Specification
  • Examples
  • Python API
  • Command Line API
  • Installation
    • Developing
    • FAQ
    • Fundamentals
    • Translations
    • Outreach
    • Use and Citations
    • Roadmap (2019-2020)
    • Release Notes
    • Contributors
  • Introduction
  • Likelihood Specification
  • Examples
  • Python API
  • Command Line API
  • Installation
  • Developing
  • FAQ
  • Fundamentals
  • Translations
  • Outreach
  • Use and Citations
  • Roadmap (2019-2020)
  • Release Notes
  • Contributors

Section Navigation

  • ShapeFactor
  • XML Import/Export
  • Visualization with Altair
  • Hello World, pyhf style
  • Multi-bin Poisson
  • Multibin Coupled HistoSys
  • Running Monte Carlo simulations (toys)
  • Piecewise Linear Interpolation
  • Tensorizing Interpolators
  • Empirical Test Statistics
  • Using Calculators
  • Binned HEP Statistical Analysis in Python
  • Examples

Examples#

Try out in Binder! Binder

Notebooks:

  • ShapeFactor
  • XML Import/Export
    • Importing
    • Exporting
  • Visualization with Altair
    • Preparing the data
    • Defining the Chart
  • Hello World, pyhf style
  • Multi-bin Poisson
  • Multibin Coupled HistoSys
  • Running Monte Carlo simulations (toys)
    • Counting Experiment
  • Piecewise Linear Interpolation
    • Case 1: The Single-binned Histogram
    • Case 2: The Multi-binned Histogram
  • Tensorizing Interpolators
    • The (slow) interpolations
    • Tensorizing the Linear Interpolator
    • Tensorizing the Non-Linear Interpolator
  • Empirical Test Statistics
  • Using Calculators
    • The high-level API
    • The low-level API
  • Binned HEP Statistical Analysis in Python
    • HistFactory
    • pyhf
    • The Demo
    • Read in the Model from XML and ROOT
    • Interactive Exploration of a HistFactory Model
    • Fitting
    • Interval Estimation (Computing Upper Limits on µ)

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© Copyright 2018, Lukas Heinrich, Matthew Feickert, Giordon Stark.

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