tloredo/AAS231-CosmicPopulations

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tloredo/AAS231-CosmicPopulations

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Content for a workshop on hierarchical modeling of cosmic populations at AAS 231 (Jan 2018, DC)

SummerSchool2022-IntroBayes

Introduction to Bayesian data analysis content for Center for Astrostatistics (CASt) Summer School, June 2022

AAS237-TimeSeries

Content for a workshop on time series data analysis at AAS 237, Jan 2021

Jupyter Notebook

SummerSchool2021-IntroBayes

Introduction to Bayesian data analysis content for Center for Astrostatistics (CASt) Summer School, June 2021

stanfitter-py2.7

A more "Pythonic" interface for the Stan Bayesian probabilistic modeling language, via PyStan

SummerSchool2023-IntroBayes

Introduction to Bayesian data analysis content for Center for Astrostatistics (CASt) Summer School, June 2023

SummerSchool2024-IntroBayes

Introduction to Bayesian data analysis content for Center for Astrostatistics (CASt) Summer School, June 2024

Lab14-WackyCoins

Resources for a slightly wacky coin flipping exercise involving Bayesian multilevel modeling with PyStan

AAS227-MLM_Example

Example of PyStan use for AAS227 astrostatistics splinter session

inference

Python modules for statistical inference, including the Parametric Inference Engine (PIE)

batse5bp

Python package providing persistant local access to BATSE GRB data hosted at the CGRO SSC

astrodata

stanfitter

A more "Pythonic" interface for the Stan probabilistic programming language, via PyStan