pmocz/nestedsampling-python

Apply the Nested Sampling Monte Carlo algorithm to fit exoplanet radial velocity data and estimate the posterior distribution of the model parameters

nestedsampling-python

Nested Sampling Parameter Fitting and Model Selection

Create Your Own Nested Sampling Algorithm for Bayesian Parameter Fitting and Model Selection (With Python)

Philip Mocz (2023) @PMocz

📝 Read the Algorithm Write-up on Medium

Apply the Nested Sampling Monte Carlo algorithm to fit exoplanet radial velocity data and estimate the posterior distribution of the model parameters. This technique is more advanced and robust than simple Metropolis-Hastings MCMC sampling

python nestedsampling.py