Song S. Qian

Environmental and Ecological Statistics with R (eBook, PDF)

• Format: PDF

Produktbeschreibung

Environmental and Ecological Statistics with R, Second Edition focuses on statistical modeling and data analysis for environmental and ecological problems. By guiding readers through the process of scientific problem solving and statistical model development, it eases the transition from scientific hypothesis to statistical model.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 560
• Erscheinungstermin: 3. November 2016
• Englisch
• ISBN-13: 9781498728737
• Artikelnr.: 47134717

Autorenporträt

Song S. Qian, PhD, is an assistant professor in the Department of Environmental Sciences at the University of Toledo, Ohio, USA

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