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Varying-Coefficient Models

This study examines the application of varying coefficient models to analyze the ecological dynamics of Loch Leven from 1968 to 2002. It utilizes a comprehensive dataset with 150 measured variables, exploring interactions between physical, chemical, and biological aspects of the lake, as well as weather patterns. The research employs linear regression and varying-coefficient models to uncover the relationships affecting chlorophyll levels. Insights gained aim to enhance the understanding of lake ecosystem responses to environmental changes.

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Varying-Coefficient Models

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  1. Varying-Coefficient Models A Case Study of Loch Leven Claire Ferguson http://www.tulbol.demon.co.uk/art/banatvewe.jpg

  2. Loch Leven • Dataset: • 1968 - 2002 • 150 variables measured, • covering… • Physics • Lake chemistry • Lake biology • Weather

  3. Loch Leven

  4. Models Linear Regression Model Varying-coefficient Model

  5. Chlorophyll

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