Download e-book for iPad: Computational Probability Applications (International Series by Andrew G. Glen,Lawrence M. Leemis

By Andrew G. Glen,Lawrence M. Leemis

This specializes in the constructing box of establishing likelihood versions with the ability of symbolic algebra structures. The e-book combines the makes use of of symbolic algebra with probabilistic/stochastic software and highlights the purposes in various contexts. The study explored in each one bankruptcy is unified via A likelihood Programming Language (APPL) to accomplish the modeling ambitions. APPL, as a examine software, permits a probabilist or statistician the power to discover new rules, tools, and types. in addition, as an open-source language, it units the root for destiny algorithms to reinforce the unique code. 

Computational likelihood Applications is created from fifteen chapters, each one featuring a particular software of computational chance utilizing the APPL modeling and computing device language. The bankruptcy themes contain utilizing inverse gamma as a survival distribution, linear approximations of likelihood density capabilities, and in addition moment-ratio diagrams for univariate distributions. those works spotlight fascinating examples, frequently performed through undergraduate scholars and graduate scholars which may function templates for destiny paintings. additionally, this booklet should still entice researchers and practitioners in various fields together with likelihood, information, engineering, finance, neuroscience, and economics.

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Computational Probability Applications (International Series in Operations Research & Management Science) by Andrew G. Glen,Lawrence M. Leemis


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