Modelling our Changing World
by Jennifer L. Castle, David F. Hendry · Science
About this book
This 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. This open book is licensed under a Creative Commons License (CC BY). You can download Modelling our Changing World ebook for free in PDF format (3.4 MB).
Key Insights
- Dynamic Time-Series Complexity: Master the specialized tools required to track and predict variables in a world defined by constant shifts rather than static averages.
- Universal Modeling Frameworks: Understand how general models transcend disciplinary boundaries, providing a unified approach to both geophysical phenomena and socio-economic trends.
- Structural Shift Resilience: Learn techniques to account for 'breaks' and volatility in data, ensuring models remain robust when facing climate crises or economic instability.
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