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

By Andrew G. Glen,Lawrence M. Leemis

ISBN-10: 3319433156

ISBN-13: 9783319433158

This makes a speciality of the constructing box of creating likelihood types with the facility of symbolic algebra structures. The publication combines the makes use of of symbolic algebra with probabilistic/stochastic program and highlights the purposes in numerous contexts. The learn explored in each one bankruptcy is unified via A chance Programming Language (APPL) to accomplish the modeling targets. APPL, as a study device, permits a probabilist or statistician the power to discover new rules, equipment, 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 constructed from fifteen chapters, each one offering a selected software of computational likelihood utilizing the APPL modeling and laptop language. The bankruptcy themes comprise utilizing inverse gamma as a survival distribution, linear approximations of chance density capabilities, and in addition moment-ratio diagrams for univariate distributions. those works spotlight fascinating examples, frequently performed by way of undergraduate scholars and graduate scholars which can function templates for destiny paintings. additionally, this booklet may still attract researchers and practitioners in a number fields together with chance, statistics, 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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