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
Rule-based Computation and Deductionby Helene Kirchner, Pierre-Etienne Moreau - ESSLLI
This text first introduces the concept of rewriting which is behind rule-based systems. Then the rewriting logic and the rewriting calculus are defined and shown to be especially suited to describing concurrent and non-deterministic computations.
(9022 views)
Galois Connections and Fixed Point Calculusby Roland Backhouse
The book on the fundamental algebraic structures in the mathematics of program construction focusing the algebraic properties of recursion and how these are applied to the generic solution of programming problems. The tutorial covers fixed point calculus.
(13192 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.
(10361 views)
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.
(29890 views)