Links

Stats and Related Fields

Books

• Statistical Rethinking 2 with rstan and the tidyverse by Solomon Kurz
• Teaching Bayesian Statistics by TALMO
• A Collection of Econometrics Resources by Giuseepe Cavaliere
• Applied Machine Learning for Tabular Data by Max Kuhn and Kjell Johnson
• Statistical Tools for Causal Inference by Sylvain Chabe-Ferret
• Causal Inference: The Mixtape by Scott Cunningham
• Applied Causal Inference Powered by ML and AI by Chernozhukov, Hansen, Kallus, Spindler, and Syrgkanis
• The Data Science Handbooks: Advice and Insights from 25 Amazing Data Scientists by Shan, Wang, Chen, and Song

Notes

• Hierarchical Modeling by Michael Betancourt
• Keep Calm and Learn Multilevel Logistic Modeling by Nicolas Sommet and Davide Morselli
• Math-Stat Course Notes by Joshua Tebbs
• Notes by Adam N Smith
• Econometrics Notes by Tim Armstrong