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Hi there, I'm J. Michael

About

  • I’m currently working on a multitude of gamma-ray burst spectral and temporal modeling problems.
  • I’m currently learning non-parametric time-series modeling and proper astrophysical population modeling.
  • I’m looking to collaborate on Bayeisan heirerchical modeling of populations
  • I’m looking for help with priors
  • How to reach me: [email protected]

Connect with me:

jmichaelburgess.com morethanpriors | Twitter

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J. Michael Burgess's Projects

2dks icon 2dks

2 Dimensional Kolmogorov-Smirnov test for goodness-of-fit

agnpy icon agnpy

Modelling jetted Active Galactic Nuclei radiative processes with python

arviz icon arviz

Exploratory analysis of Bayesian models with Python

awesome-cv icon awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

bayescorner icon bayescorner

A simple corner plot I designed for myself. Nothing fancy.

betagen icon betagen

Michael Betancourt's color shades are rad. This tries to duplicate his generation of shades.

brokenpl_sample icon brokenpl_sample

Rejection sampling of power laws quiet frankly sucks. They are quite common throughout astrophysics. Thankfully, inverse transform sampling allows for a quite speedy work around. However, there is no direct inverse transform for a broken power law. Instead, I show herein how to sample from two power laws that are step-wise continuous via a weighted Bernoulli sampling combined with inverse transform sampling.

cmdstanpy icon cmdstanpy

CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan program and fit the model to data using CmdStan.

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