
Bayesian Computational Methods
by Christian P. Robert
Publisher: arXiv 2010
Number of pages: 59
Description:
We will first present the most standard computational challenges met in Bayesian Statistics, focusing primarily on mixture estimation and on model choice issues, and then relate these problems with computational solutions.
Download or read it online for free here:
Download link
(3.7MB, PDF)
Similar books
An Introduction to the Theory of Computationby Eitan Gurari - Computer Science Pr
The book explores questions and terminologies concerning programs, computers, and computation. The exploration reduces to a study of mathematical theories, such as those of automata and formal languages, theories interesting in their own right.
(31968 views)
Introduction to Theory of Computationby Anil Maheshwari, Michiel Smid - Carleton University
This is a textbook for an undergraduate course on the Theory of Computation. Contents: Finite Automata and Regular Languages; Context-Free Languages; Turing Machines and Church-Turing Thesis; Decidable and Undecidable Languages; Complexity Theory.
(12977 views)
Logic and Proofby Lawrence C Paulson - University of Cambridge
These lecture notes give a brief introduction to logic, with including the resolution method of theorem-proving and its relation to the programming language Prolog. Formal logic is used for specifying and verifying computer systems.
(16662 views)
Cellular Automata And Complexity: Collected Papersby Stephen Wolfram - Westview Press
These original papers on cellular automata and complexity provide a highly readable account of what has become a major new field of science, with important implications for computer science, physics, economics, biology, and many other areas.
(16069 views)