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portada Environmental Data Analysis
Type
Physical Book
Publisher
Author
Year
2020
Language
English
Pages
286
Format
Paperback
Dimensions
28x21 cm
ISBN13
9783030550219

Environmental Data Analysis

Carsten Dormann (Author) · Springer Nature B.V. · Paperback

Environmental Data Analysis - Carsten Dormann

New Book Imported to Taiwan
Delivery: 01 Oct - 14 Oct Shipping: 11 to 15 business days.
NT$ 2,145
NT$ 2,145

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Synopsis "Environmental Data Analysis"

Environmental Data Analysis is an introductory statistics textbook for environmental science. It covers descriptive, inferential and predictive statistics, centred on the Generalized Linear Model. The key idea behind this book is to approach statistical analyses from the perspective of maximum likelihood, essentially treating most analyses as (multiple) regression problems. The reader will be introduced to statistical distributions early on, and will learn to deploy models suitable for the data at hand, which in environmental science are often not normally distributed. To make the initially steep learning curve more manageable, each statistical chapter is followed by a walk-through in a corresponding R-based how-to chapter, which reviews the theory and applies it to environmental data. In this way, a coherent and expandable foundation in parametric statistics is laid, which can be expanded in advanced courses.The content has been "field-tested" in several years of courses on statistics for Environmental Science, Geography and Forestry taught at the University of Freiburg. 

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