Richard McElreath 🐈‍⬛

@rlmcelreath · Twitter ·

The folks at @ISBA_events tell me my book Statistical Rethinking has won the 2024 DeGroot Prize for its contributions to "statistical inference, decision theory and statistical applications". This is huge honor especially given the previous winners, who have influenced me so much

Cover of 2nd edition of Statistical Rethinking 
Winners of the DeGroot Prize

2021
Nicolas Chopin and Omiros Papaspiliopoulos (2020). An Introduction to Sequential Monte Carlo. Springer.

2019
Subhashis Ghosal and Aad van der Vaart. Fundamentals of Nonparametric Bayesian Inference. Cambridge University Press.

2017
David Banks, Jesus Rios, and David Rios Insua.  Adversarial Risk Analysis.  CRC Press.

2015
Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, and Donald B. Rubin.  Bayesian Data Analysis, Third Edition.  CRC Press.

2013
Noel Cressie and Christopher Wikle (2011).  Statistics for Spatio-Temporal Data.  John Wiley and Sons.

Kevin P. Murphy (2012). Machine Learning: A Probabilistic Perspective. MIT Press.

2011
Jay Kadane (2011).  Principles of Uncertainty.  CRC Press.

2009
Giovanni Parmigiani and Lurdes Inoue (2009). Decision Theory: Principles and Approaches. John Wiley and Sons.

Carl Edward Rasmussen and Christopher K. I. Williams (2006). Gaussian Processes for Machine Learning (freely availa