bilby

Contents:

  • Installation
  • Acknowledging/Citing Bilby
  • Code overview
  • Examples
  • Basics of parameter estimation
  • Priors
  • Likelihood
  • Sampling
  • Dynesty Guide
  • Bilby MCMC Guide
  • Plugins
  • Bilby output
  • Compact binary coalescence parameter estimation
  • Transient gravitational wave data I/O
  • Transient Gravitational wave priors
  • Transient gravitational wave reference information
  • Writing documentation
  • Hyper-parameters
  • Using Containers
  • Contributing to bilby
  • Frequently Asked Questions

Examples:

  • Prior Distributions with Bilby
  • Compare samplers
  • Fitting a model to data with both x and y errors with Bilby
  • Visualising the results

API:

  • bilby.core
  • bilby.gw
  • bilby.hyper
  • bilby.bilby_mcmc
bilby
  • Examples
  • View page source

Examples

  1. General inference examples:

  • A simple Gaussian likelihood: a good example to see how to write your own likelihood.

  • Linear regression for unknown noise: fitting to general time-domain data.

  1. Examples of injecting and recovering data:

  • 4-parameter CBC tutorial

  • 15-parameter CBC tutorial

  • Create your own source model

  • Create your own time-domain source model

  • How to specify the prior

  • Using a partially marginalized likelihood

  • Injecting and recovering a neutron-star equation of state

  1. Examples using open data:

  • Analysing the first Binary Black hole detection, GW150914

  1. Notebook-style tutorials:

  • Comparing different samplers

  • Visualising the output

Previous Next

© Copyright 2019, Greg Ashton.

Built with Sphinx using a theme provided by Read the Docs.