List of Books in Keyword #Bayesian

Introduction to Statistical Learning
Published on: 2013
Advanced Artificial Intelligence (AI) English

Freely available in its PDF form from the author's website: faculty.marshall.usc.edu/gareth-james/ISL/

Regression Classification Bayesian Hypothesis
Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan
Published on: 2015
Beginner Artificial Intelligence (AI) English

Contributors: Franzi Korner-Nievergelt, Tobias Roth, Stefanie von Felten, Jérôme Guélat, Bettina Almasi, Pius Korner-Nievergelt Bayesian Data Analysis in Ecology Using …

Bayesian Ecology Linear Models R Stan
Pattern Recognition and Machine Learning
Published on: 2006
Beginner Artificial Intelligence (AI) English

The dramatic growth in practical applications for machine learning over the last ten years has been accompanied by many important …

Bayesian Inference Algorithms Classification Neural
Pattern Recognition and Machine Learning (Information Science and Statistics)
Published on: 2006
Beginner Artificial Intelligence (AI) English

This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that …

Bayesian Algorithms Neural Classification Clustering
Pattern Recognition and Machine Learning [SOLUTIONS]
Published on: 2009
Beginner Artificial Intelligence (AI) English

Bishop Algorithms Bayesian Neural Exercises
Machine Learning: A Probabilistic Perspective
Published on: 2012
Beginner Artificial Intelligence (AI) English

Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that …

probability algorithms inference Bayesian models
Predictive influence in the accelerated failure time model
Published on: 2002
Unordered Computer Science and Theory English

Survival Regression Bayesian AFT Prediction

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