Hazardous 发表于 2025-3-21 19:13:24

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丰富 发表于 2025-3-21 21:28:46

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仪式 发表于 2025-3-22 01:36:15

Beliefs, in terms of degrees of belief. The basic notions are presented, with their implementation in R. It also explores the connections between beliefs and probabilities. Programs in R implement all the elements introduced, and their use is exemplified.

飓风 发表于 2025-3-22 06:05:28

Maximum Entropy,stochastic processes by Karhunen-Loève expansions is presented, including their combination with Hilbert’s approach of uncertainty quantification. Implementations in R are given, and their use is exemplified.

Demulcent 发表于 2025-3-22 12:07:08

Bayesian Inference,The choice of priors is analyzed, by using Jeffreys approach and uncertainty quantification techniques. The Expectation-Maximization Algorithm is presented in this chapter. Implementations in R are given for all the topics, with examples of use.

连锁 发表于 2025-3-22 13:08:16

Sequential Bayesian Estimation,ng, Particle Filtering, and Bayesian Optimization. The use of UQ for the determination of the distribution of the noise is presented. Programs in R implement all the topics introduced, with examples of use.

Ancestor 发表于 2025-3-22 17:45:18

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他姓手中拿着 发表于 2025-3-22 22:01:27

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性满足 发表于 2025-3-23 05:14:04

0884-8289 uate and undergraduate students interested in the use of Bayesian uncertainty quantification techniques within the framework of operations research and mathematical programming, for applications in management a978-3-031-48210-6978-3-031-48208-3Series ISSN 0884-8289 Series E-ISSN 2214-7934

Lamina 发表于 2025-3-23 09:10:47

Book 2024ractical applications, this volume will be of interest to professionals, researchers, graduate and undergraduate students interested in the use of Bayesian uncertainty quantification techniques within the framework of operations research and mathematical programming, for applications in management a
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查看完整版本: Titlebook: Uncertainty Quantification with R; Bayesian Methods Eduardo Souza de Cursi Book 2024 The Editor(s) (if applicable) and The Author(s), under