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Stochastics and Computational Techniques : Exact Variability Propagation, Liberated Distributions, Total Models, GUI-Based Tools - Jean Parks

Stochastics and Computational Techniques

Exact Variability Propagation, Liberated Distributions, Total Models, GUI-Based Tools

By: Jean Parks, Mohammad Noori

Hardcover | 19 October 2026

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Available: 19th October 2026

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This book presents our breakthrough mathematical and computational techniques, along with the user-friendly (and "open-source") GUI-driven software suites incorporating those, that totally revolutionize Stochastics. Superseding all existing techniques, it is like automobiles to horses and buggies. A Fundamental Breakthrough is being able to compute the output distribution, thus also the probability of failure, for "any" model and set of input distributions. One striking implication: It liberates probability distributions (our software easily handles these) from its current types to an infinitude of "no-types," making current Applied Probability obsolete. Including other advancements - e.g., our novel modeling technique, new basics of stochastic optimization, major clarification for statisticians - these coherently revolutionize Stochastics. The book combines mathematical rigor with reader-friendliness. It will enable most researchers & practitioners to work & think stochastically with ease.

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