Tom Loredo

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

SummerSchool2021-IntroBayes. Introduction to Bayesian data analysis content for Center for Astrostatistics (CASt) Summer School, June 2021

AAS231-CosmicPopulations. Content for a workshop on hierarchical modeling of cosmic populations at AAS 231 (Jan 2018, DC)

SummerSchool2024-IntroBayes. Introduction to Bayesian data analysis content for Center for Astrostatistics (CASt) Summer School, June 2024

SummerSchool2025-IntroBayes. Introduction to Bayesian data analysis content for Center for Astrostatistics (CASt) Summer School, June 2025

SummerSchool2026-IntroBayes. Introduction to Bayesian data analysis content for PSU Center for Astrostatistics (CASt) Summer School, June 2026

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

SummerSchool2023-IntroBayes. Introduction to Bayesian data analysis content for Center for Astrostatistics (CASt) Summer School, June 2023

AAS227-MLM_Example. Example of PyStan use for AAS227 astrostatistics splinter session

stanfitter-py2.7. A more "Pythonic" interface for the Stan Bayesian probabilistic modeling language, via PyStan

Lab14-WackyCoins. Resources for a slightly wacky coin flipping exercise involving Bayesian multilevel modeling with PyStan

batse5bp. Python package providing persistant local access to BATSE GRB data hosted at the CGRO SSC

astrodata. Python

MoreThanBT2024-Figures. Code to produce figures from Loredo & Wolpert (2024), "Bayesian inference: More than Bayes's theorem"

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