Download e-book for iPad: 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 specializes in the constructing box of creating likelihood versions with the ability of symbolic algebra structures. The ebook combines the makes use of of symbolic algebra with probabilistic/stochastic program and highlights the functions in a number of contexts. The examine explored in each one bankruptcy is unified by way of A likelihood Programming Language (APPL) to accomplish the modeling ambitions. APPL, as a study instrument, permits a probabilist or statistician the power to discover new principles, tools, and types. in addition, as an open-source language, it units the basis for destiny algorithms to enhance the unique code. 

Computational likelihood Applications is constituted of fifteen chapters, each one offering a particular software of computational chance utilizing the APPL modeling and desktop language. The bankruptcy themes comprise utilizing inverse gamma as a survival distribution, linear approximations of chance density services, and likewise moment-ratio diagrams for univariate distributions. those works spotlight fascinating examples, frequently performed by means of undergraduate scholars and graduate scholars which could function templates for destiny paintings. additionally, this ebook should still attract researchers and practitioners in a variety of fields together with likelihood, facts, 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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