Song S. Qian

Environmental and Ecological Statistics with R (eBook, PDF)

• Format: PDF

Produktbeschreibung

Emphasizing the inductive nature of statistical thinking, Environmental and Ecological Statistics with R connects applied statistics to the environmental and ecological fields. It follows the general approach to solving a statistical modeling problem, covering model specification, parameter estimation, and model evaluation. The author uses many exa

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 440
• Erscheinungstermin: 19. August 2009
• Englisch
• ISBN-13: 9781420062083
• Artikelnr.: 57160221

Autorenporträt

Song S. Qian is an associate research professor in the Nicholas School of the Environment at Duke University. Dr. Qian's research consists of adaptive management strategies for watershed TMDL, GIS-assisted watershed modeling, water quality assessments, modeling marine mammal habitats, environmental sampling design, and more.

Inhaltsangabe

I Basic Concepts
Introduction
A Crash Course on R
Statistical Assumptions
Statistical Inference
II Statistical Modeling
Linear Models
Nonlinear Models
Classi cation and Regression Tree
Generalized Linear Model
III Advanced Statistical Modeling
Simulation for Model Checking and Statistical Inference
Multilevel Regression
Using Simulation for Evaluating Models Based on Statistical Signicance
Testing
Bibliography