This book is a rigorous but practical presentation of the Bayesian techniques of uncertainty quantification, with applications in R. This volume includes mathematical arguments at the level necessary to make the presentation rigorous and the assumptions clearly established, while maintaining a focus on practical applications of Bayesian uncertainty quantification methods. Practical aspects of applied probability are also discussed, making the content accessible to students. The introduction of R allows the reader to solve more complex problems involving a more significant number of variables. Users will be able to use examples laid out in the text to solve medium-sized problems.
| ISBN: | 9783031482106 |
| Publication date: | 8th May 2025 |
| Author: | Eduardo Souza de Cursi |
| Publisher: | Springer an imprint of Springer Nature Switzerland |
| Format: | Paperback |
| Pagination: | 486 pages |
| Series: | International Series in Operations Research & Management Science |
| Genres: |
Operational research Management decision making Management of specific areas Bayesian inference Stochastics Optimization Probability and statistics |
This book is a rigorous but practical presentation of the Bayesian techniques of uncertainty quantification, with applications in R. This volume includes mathematical arguments at the level necessary to make the presentation rigorous and the assumptions clearly established, while maintaining a focus on practical applications of Bayesian uncertainty quantification methods. Practical aspects of applied probability are also discussed, making the content accessible to students. The introduction of R allows the reader to solve more complex problems involving a more significant number of variables. Users will be able to use examples laid out in the text to solve medium-sized problems.
Uncertainty Quantification With R features in the following genres: Operational research, Management decision making, Management of specific areas, Bayesian inference, Stochastics, Optimization, Probability and statistics
Uncertainty Quantification With R is available in Paperback
Uncertainty Quantification With R was written by Eduardo Souza de Cursi and published by Springer an imprint of Springer Nature Switzerland
Uncertainty Quantification With R has 486 pages
Yes it is part of International Series in Operations Research & Management Science series
£125.99