Handbook of Environmental and Ecological Statistics

Handbook of Environmental and Ecological Statistics

Forfatter: Jennifer A. Hoeting, Alan E. Gelfand, Montserrat Fuentes, Richard Lyttleton Smith
Forlag: CRC Press
Udgave: 1
Udgivelsesdato: 2019
ISBN: 9780367731786

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This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The 21st century statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in environmental processes. In addition, the environmental community has substantially increased its scope of data collection including observational data, satellite-derived data, and computer model output. The resultant impact in this latter community has been substantial; no longer are simple regression and analysis of variance methods adequate. The contribution of this handbook is to assemble a state-of-the-art view of this interface.

Features:

  • An internationally regarded editorial team.
  • A distinguished collection of contributors.
  • A thoroughly contemporary treatment of a substantial interdisciplinary interface.
  • Written to engage both statisticians as well as quantitative environmental researchers.
  • 34 chapters covering methodology, ecological processes, environmental exposure, and statistical methods in climate science.

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