Faithin Omaha eBook Collection

The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate sta

A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making deci

A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus.

Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to l

Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational induct