Bayesian Computational Methods
by Christian P. Robert
Publisher: arXiv 2010
Number of pages: 59
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.
Home page url
Download or read it online for free here:
by David Evans - University of Virginia
An introduction to the most important ideas in computing. It focuses on how to describe information processes by defining procedures, how to analyze the costs required to carry out a procedure, and the limits of what can be computed mechanically.
by 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.
by V. E. Wolfengagen - JurInfoR
This work covers the advanced topics in main ideas of computing in general. Material is especially useful for the instructor, postgraduate and graduate students of IT-specialties and is suitable for the system of training of specialists.
by 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.