Uncertainty in Parameter Estimation for Nonlinear Dynamical Models

Uncertainty in Parameter Estimation for Nonlinear Dynamical Models
Title Uncertainty in Parameter Estimation for Nonlinear Dynamical Models PDF eBook
Author Christoph Droste
Publisher
Pages 113
Release 1998
Genre Nonlinear theories
ISBN 9783769695335

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Mathematics in Population Biology

Mathematics in Population Biology
Title Mathematics in Population Biology PDF eBook
Author Horst R. Thieme
Publisher Princeton University Press
Pages 564
Release 2018-06-05
Genre Science
ISBN 0691187657

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The formulation, analysis, and re-evaluation of mathematical models in population biology has become a valuable source of insight to mathematicians and biologists alike. This book presents an overview and selected sample of these results and ideas, organized by biological theme rather than mathematical concept, with an emphasis on helping the reader develop appropriate modeling skills through use of well-chosen and varied examples. Part I starts with unstructured single species population models, particularly in the framework of continuous time models, then adding the most rudimentary stage structure with variable stage duration. The theme of stage structure in an age-dependent context is developed in Part II, covering demographic concepts, such as life expectation and variance of life length, and their dynamic consequences. In Part III, the author considers the dynamic interplay of host and parasite populations, i.e., the epidemics and endemics of infectious diseases. The theme of stage structure continues here in the analysis of different stages of infection and of age-structure that is instrumental in optimizing vaccination strategies. Each section concludes with exercises, some with solutions, and suggestions for further study. The level of mathematics is relatively modest; a "toolbox" provides a summary of required results in differential equations, integration, and integral equations. In addition, a selection of Maple worksheets is provided. The book provides an authoritative tour through a dazzling ensemble of topics and is both an ideal introduction to the subject and reference for researchers.

Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data

Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data
Title Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data PDF eBook
Author Stephen J. Guastello
Publisher CRC Press
Pages 616
Release 2016-04-19
Genre Mathematics
ISBN 1439820023

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Although its roots can be traced to the 19th century, progress in the study of nonlinear dynamical systems has taken off in the last 30 years. While pertinent source material exists, it is strewn about the literature in mathematics, physics, biology, economics, and psychology at varying levels of accessibility. A compendium research methods reflect

Model Validation and Uncertainty Quantification, Volume 3

Model Validation and Uncertainty Quantification, Volume 3
Title Model Validation and Uncertainty Quantification, Volume 3 PDF eBook
Author H. Sezer Atamturktur
Publisher Springer
Pages 361
Release 2015-04-25
Genre Technology & Engineering
ISBN 3319152246

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Model Validation and Uncertainty Quantification, Volume 3. Proceedings of the 33rd IMAC, A Conference and Exposition on Balancing Simulation and Testing, 2015, the third volume of ten from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Structural Dynamics, including papers on: Uncertainty Quantification & Model Validation Uncertainty Propagation in Structural Dynamics Bayesian & Markov Chain Monte Carlo Methods Practical Applications of MVUQ Advances in MVUQ & Model Updating

Statistical Inference Based on the likelihood

Statistical Inference Based on the likelihood
Title Statistical Inference Based on the likelihood PDF eBook
Author Adelchi Azzalini
Publisher Routledge
Pages 356
Release 2017-11-13
Genre Mathematics
ISBN 1351414461

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The Likelihood plays a key role in both introducing general notions of statistical theory, and in developing specific methods. This book introduces likelihood-based statistical theory and related methods from a classical viewpoint, and demonstrates how the main body of currently used statistical techniques can be generated from a few key concepts, in particular the likelihood. Focusing on those methods, which have both a solid theoretical background and practical relevance, the author gives formal justification of the methods used and provides numerical examples with real data.

Nonlinear Dynamics, Volume 2

Nonlinear Dynamics, Volume 2
Title Nonlinear Dynamics, Volume 2 PDF eBook
Author Gaetan Kerschen
Publisher Springer Science & Business Media
Pages 314
Release 2014-03-28
Genre Technology & Engineering
ISBN 3319045229

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This second volume of eight from the IMAC - XXXII Conference, brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Structural Dynamics, including papers on: Linear Systems Substructure Modelling Adaptive Structures Experimental Techniques Analytical Methods Damage Detection Damping of Materials & Members Modal Parameter Identification Modal Testing Methods System Identification Active Control Modal Parameter Estimation Processing Modal Data

Model Validation and Uncertainty Quantification, Volume 3

Model Validation and Uncertainty Quantification, Volume 3
Title Model Validation and Uncertainty Quantification, Volume 3 PDF eBook
Author Zhu Mao
Publisher Springer Nature
Pages 426
Release 2020-10-27
Genre Technology & Engineering
ISBN 3030476383

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Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics, 2020, the third volume of nine from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Model Validation and Uncertainty Quantification, including papers on: Uncertainty Quantification in Material Models Uncertainty Propagation in Structural Dynamics Practical Applications of MVUQ Advances in Model Validation & Uncertainty Quantification: Model Updating Model Validation & Uncertainty Quantification: Industrial Applications Controlling Uncertainty Uncertainty in Early Stage Design Modeling of Musical Instruments Overview of Model Validation and Uncertainty