Simplicity, Complexity and Modelling eBook ☆

Simplicity, Complexity and Modelling eBook ☆


Simplicity, Complexity and Modelling ❴Reading❵ ➶ Simplicity, Complexity and Modelling Author Mike Christie – Capitalsoftworks.co.uk Several points of disagreement exist between different modelling traditions as to whether complex models are always better than simpler models, as to how to combine results from different models and h Several points of disagreement exist between different modelling traditions as to whether complex models are always better than Simplicity, Complexity eBook å simpler models, as to how to combine results from different models and how to propagate model uncertainty into forecasts This book represents the result of collaboration between scientists from many disciplines to show how these conflicts can be resolvedKey Features Introduces important concepts in modelling, outlining different traditions in the use of simple and complex modelling in statistics Provides numerous case studies on complex modelling, such as climate change, flood risk and new drug development Concentrates on varying models, including flood risk analysis models, the petrol industry forecasts and summarizes the evolution of water distribution systems Written by experienced statisticians and engineers in order to facilitate communication between modellers in different disciplines Provides a glossary giving terms commonly used in different modelling traditions This book provides a much needed reference guide to approaching statistical modelling Scientists involved with modelling complex systems in areas such as climate change, flood prediction and prevention, financial market modelling and systems engineering will benefit from this book It will also be a useful source of modelling case histories.


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