Uncertainty Quantification using R
Language: English
Published by Springer Nature B.V., 2023
- Softcover
- New

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Seller Inventory # L0-9783031177866
- Title
- Uncertainty Quantification using R
- Author
- Eduardo Souza de Cursi, Souza de Cursi
- Publisher
- Springer Nature B.V.
- Publication year
- 2023
- Condition
- New
- Binding
- PAP
- Language
- English
- ISBN 10
- 303117786X
- ISBN 13
- 9783031177866
- Item weight
- 1,074 grams
This book is a rigorous but practical presentation of the techniques of uncertainty quantification, with applications in R and Python. 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 uncertainty quantification methods. Practical aspects of applied probability are also discussed, making the content accessible to students. The introduction of R and Python 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.
The list of topics covered in this volume includes linear and nonlinear programming, Lagrange multipliers (for sensitivity), multi-objective optimization, game theory, as well as linear algebraic equations, and probability and statistics. Blending theoretical rigor and practical applications, this volume will be of interest to professionals, researchers, graduate and undergraduate students interested in the use of uncertainty quantification techniques within the framework of operations research and mathematical programming, for applications in management and planning.
"Synopsis" may belong to another edition of this title.
PBShop.store UK
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