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matthew thompson natural hazard uncertainty assessment modeling and decision support

Искать Matthew Thompson Natural Hazard Uncertainty Assessment. Modeling and Decision Support
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Искать Professor Caers Jef Modeling Uncertainty in the Earth Sciences
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Искать Terje Aven Uncertainty in Risk Assessment. The Representation and Treatment of Uncertainties by Probabilistic and Non-Probabilistic Methods
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Искать Andrew Sage P. Risk Modeling, Assessment, and Management
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Искать Etienne Rocquigny de Modelling Under Risk and Uncertainty. An Introduction to Statistical, Phenomenological and Computational Methods
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Искать Jozo Dujmović Soft Computing Evaluation Logic. The LSP Decision Method and Its Applications
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Искать Michael Emmett Brady Adam Smith. Essays on Adam Smith, John Maynard Keynes, and their Interval Valued Approaches to Probability, Decision Making, and Uncertainty
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Искать Eric Johnson R. Handbook of Decision Analysis
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Искать Christine Suurtamm, Denisse R. Thompson, Rae Young Kim Assessment in Mathematics Education. Large-Scale Assessment and Classroom Assessment
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Искать Tien Dao Tua Biomechanics of the Musculoskeletal System. Modeling of Data Uncertainty and Knowledge
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Искать Lars Peter Hansen, Thomas J. Sargent Robustness
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Modelling has permeated virtually all areas of industrial, environmental, economic, bio-medical or civil engineering: yet the use of models for decision-making raises a number of issues to which this book is dedicated: How uncertain is my model ? Is it truly valuable to support decision-making ? What kind of decision can be truly supported and how can I handle residual uncertainty ? How much refined should the mathematical description be, given the true data limitations ? Could the uncertainty be reduced through more data, increased modeling investment or computational budget ? Should it be reduced now or later ? How robust is the analysis or the computational methods involved ? Should / could those methods be more robust ? Does it make sense to handle uncertainty, risk, lack of knowledge, variability or errors altogether ? How reasonable is the choice of probabilistic modeling for rare events ? How rare are the events to be considered ? How far does it make sense to handle extreme events and elaborate confidence figures ? Can I take advantage of expert / phenomenological knowledge to tighten the probabilistic figures ? Are there connex domains that could provide models or inspiration for my problem ? Written by a leader at the crossroads of industry, academia and engineering, and based on decades of multi-disciplinary field experience, Modelling Under Risk and Uncertainty gives a self-consistent introduction to the methods involved by any type of modeling development acknowledging the inevitable uncertainty and associated risks. It goes beyond the “black-box” view that some analysts, modelers, risk experts or statisticians develop on the underlying phenomenology of the environmental or industrial processes, without valuing enough their physical properties and inner modelling potential nor challenging the practical plausibility of mathematical hypotheses; conversely it is also to attract environmental or engineering modellers to better handle model confidence issues through finer statistical and risk analysis material taking advantage of advanced scientific computing, to face new regulations departing from deterministic design or support robust decision-making. Modelling Under Risk and Uncertainty: Addresses a concern of growing interest for large industries, environmentalists or analysts: robust modeling for decision-making in complex systems. Gives new insights into the peculiar mathematical and computational challenges generated by recent industrial safety or environmental control analysis for rare events. Implements decision theory choices differentiating or aggregating the dimensions of risk/aleatory and epistemic uncertainty through a consistent multi-disciplinary set of statistical estimation, physical modelling, robust computation and risk analysis. Provides an original review of the advanced inverse probabilistic approaches for model identification, calibration or data assimilation, key to digest fast-growing multi-physical data acquisition. Illustrated with one favourite pedagogical example crossing natural risk, engineering and economics, developed throughout the book to facilitate the reading and understanding. Supports Master/PhD-level course as well as advanced tutorials for professional training Analysts and researchers in numerical modeling, applied statistics, scientific computing, reliability, advanced engineering, natural risk or environmental science will benefit from this book.

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11520 рублей