Bayesian

Introduction to Statistical Learning

James G,Witten D,Hastie T,Tibshirani R

Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan

Franzi Korner-Nievergelt at. al

Pattern Recognition and Machine Learning

Christopher M. Bishop

Pattern Recognition and Machine Learning (Information Science and Statistics)

Christopher M. Bishop

Pattern Recognition and Machine Learning [SOLUTIONS]

M. Svensen,C. Bishop

Machine Learning: A Probabilistic Perspective

Kevin P. Murphy

Predictive influence in the accelerated failure time model

Bedrick E.J.,Exuzides A.

Bayesian Modeling and Computation in Python

Osvaldo A. Martin,Ravin Kumar,Junpeng Lao

Statistical analysis of microarray data: a Bayesian approach

Gottardo R.

BGX: a fully Bayesian integrated approach to the analysis of Affymetrix GeneChip data

Hein A.-M.K.

Bayesian Logical Data Analysis for the Physical Sciences with Mathematica Support

Phil Gregory

Bayesian Logical Data Analysis For The Physical Sciences - A Comparative Approach With Mathematica

Phil Gregory

Bayesian Logical Data Analysis for the Physical Sciences: A Comparative Approach with Mathematica® Support

Phil Gregory

Bayesian Logical Data Analysis for the Physical Sciences

Bayesian Analysis of Gene Expression Data

Bani K. Mallick,David Gold,Veera Baladandayuthapani

Data Analysis in Forensic Science: A Bayesian Decision Perspective (Statistics in Practice)

Prof Franco Taroni,Prof Silvia Bozza,Dr Alex Biedermann,Paolo Garbolino,Colin Aitken

Data Analysis: A Bayesian Tutorial

Devinderjit Sivia,John Skilling

Bayesian Reasoning in Data Analysis: A Critical Introduction

Giulio D. Agostini

Doing Bayesian Data Analysis: A Tutorial with R and BUGS

John K. Kruschke

Missing Data in Longitudinal Studies: Strategies for Bayesian Modeling and Sensitivity Analysis (Chapman & Hall CRC Monographs on Statistics & Applied Probability)

Michael J. Daniels,Joseph W. Hogan

Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS

John K. Kruschke,Kruschke John

Bayesian Data Analysis, Second Edition (Chapman & Hall CRC Texts in Statistical Science)

Andrew Gelman,John B. Carlin,Hal S. Stern,Donald B. Rubin

Bayesian Data Analysis

Andrew Gelman,John B. Carlin,Hal S. Stern,Donald B. Rubin

Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians

Ronald Christensen,Wesley O. Johnson,Adam J. Branscum,Timothy E. Hanson

Financial Risk Management with Bayesian Estimation of GARCH Models: Theory and Applications

Dr. David Ardia (auth.)

Bayesian risk management : a guide to model risk and sequential learning in financial markets

Sekerke,Matt

Theory of Point Estimation

E.L. Lehmann,George Casella

Probabilistic Inference Using Markov Chain Monte Carlo Methods

R. Neal

Mastering Probabilistic Graphical Models using Python

Ankur Ankan,Abinash Panda

Introduction to Applied Bayesian Statistics and Estimation for Social Scientists

Scott M. Lynch

Introduction to Applied Bayesian Statistics and Estimation for Social Scientists (Statistics for Social and Behavioral Sciences)

Scott M. Lynch

Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives (Wiley Series in Probability and Statistics)

Andrew Gelman,Xiao-Li Meng

Applied Bayesian Statistics: With R and OpenBUGS Examples

Mary Kathryn Cowles (auth.)

Maximum-Entropy and Bayesian Spectral Analysis and Estimation Problems: Proceedings of the Third Workshop on Maximum Entropy and Bayesian Methods in Applied Statistics, Wyoming, U.S.A., August 1–4, 1983

E. T. Jaynes (auth.),C. Ray Smith,Gary J. Erickson (eds.)

Applied Bayesian Statistics

Scott M. Lynch

Bayesian Programming (Python Examples)

Pierre Bessiere;Emmanuel Mazer;Juan Manuel Ahuactzin;Kamel Mekhnacha

All of Statistics A Concise Course in Statistical Inference

Larry Wasserman

Bayesian Core: A Practical Approach to Computational Bayesian Statistics (Springer Texts in Statistics)

Jean-Michel Marin,Christian Robert

Bayesian Statistics The Fun Way: Understanding Statistics And Probability With Star Wars, LEGO, And Rubber Ducks

Will Kurt

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan

John Kruschke