Computational Probability Applications [Repost]

Posted By: ChrisRedfield
Computational Probability Applications [Repost]

Andrew G. Glen, Lawrence M. Leemis - Computational Probability Applications
Published: 2016-12-02 | ISBN: 3319433156 | PDF | 256 pages | 5.25 MB

This focuses on the developing field of building probability models with the power of symbolic algebra systems. The book combines the uses of symbolic algebra with probabilistic/stochastic application and highlights the applications in a variety of contexts. The research explored in each chapter is unified by the use of A Probability Programming Language (APPL) to achieve the modeling objectives. APPL, as a research tool, enables a probabilist or statistician the ability to explore new ideas, methods, and models. Furthermore, as an open-source language, it sets the foundation for future algorithms to augment the original code.

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