Modelling our Changing World
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Beschreibung
This open access book focuses on the concepts, tools and techniques needed to successfully model ever-changing time-series data. It emphasizes the need for general models to account for the complexities of the modern world and how these can be applied to a range of issues facing Earth, from modelling volcanic eruptions, carbon dioxide emissions and global temperatures, to modelling unemployment rates, wage inflation and population growth.
Except where otherwise noted, this book is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0.
This open access book focuses on the concepts, tools and techniques needed to successfully model ever-changing time-series data. It emphasizes the need for general models to account for the complexities of the modern world and how these can be applied to a range of issues facing Earth, from modelling volcanic eruptions, carbon dioxide emissions and global temperatures, to modelling unemployment rates, wage inflation and population growth.
Except where otherwise noted, this book is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0.
Published Open Access Presents key concepts of time series: non-stationarity, structural breaks and model selection Reviews the history of time-series modelling Demonstrates how various forms of break can be detected Combines theory and data
Autor*in
Jennifer L. Castle
Themen in »Modelling our Changing World«
Time Series Econometrics Methods General Unrestricted Model General-to-Specific Autometrics Forecasting models Stationary time series Non-stationary time series Primers Forecasting with structural breaks Indicator saturation methods Open Access