Bayesian
Probability theory
E. T. Jaynes
Bayesian Parametric Inference
Ashok K. Bansal
Bayesian Networks
Marco Scutari
Bayesian statistics
Peter M. Lee
The Theory That Would Not Die
Sharon Bertsch McGrayne
Everything Is Predictable
Tom Chivers
Bayesian Statistics the Fun Way
Will Kurt
An introduction to Bayesian inference and decision
Robert L. Winkler
Bayesian Estimation
S. K. Sinha
The Signal and the Noise
Nate Silver
Applied Bayesian Modelling
Peter Congdon
Probabilistic graphical models
Daphne Koller
Bayesian Inference with INLA
Virgilio Gomez-Rubio
Machine Learning
Sergios Theodoridis
The advanced theory of statistics
Maurice G. Kendall
Case Studies in Bayesian Statistics
Constantine Gatsonis
Bayesian Implementation
T. Palfrey
An essay towards solving a problem in the doctrine of chances
Thomas Bayes
Elementary Bayesian statistics
Gordon Antelman
Probability for Analysts
Karl Stromberg
Bayesian Methods for Management and Business
Eugene D. Hahn
Introduction to Bayesian Econometrics
Edward Greenberg
Probability and Statistics with R
María Dolores Ugarte
An introduction to Bayesian statistical decision processes
Bruce W. Morgan
Bayesian nonparametrics
Nils Lid Hjort
Scientific reasoning
Colin Howson
Case Studies in Bayesian Statistical Modelling and Analysis
Kerrie L. Mengersen
Bayesian Networks
Olivier Pourret
Student's Guide to Bayesian Statistics
Ben Lambert
Fundamentals of Nonparametric Bayesian Inference
Subhashis Ghosal
Bayesian Statistics for Beginners
Therese M. Donovan
Rethinking the foundations of statistics
Joseph B. Kadane
Biostatistics
George G. Woodworth
Statistical Rethinking
Richard McElreath
Principles of uncertainty
Joseph B. Kadane
Proving history
Richard Carrier
Theory of structural design decisions
Carl J. Turkstra
Bayesian statistics
D. V. Lindley
Bayes' Rule
James V. Stone
Case Studies in Bayesian Methods for Biopharmaceutical CMC
Paul Faya
