Environmental Statistics Methods and Applications Wiley Series in Probability and Statistics 1st Edition by Vic Barnett 9782003057618 2003057617
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Product details:
ISBN 10: 2003057617
ISBN 13: 9782003057618
Author: Vic Barnett
In modern society, we are ever more aware of the environmental issues we face, whether these relate to global warming, depletion of rivers and oceans, despoliation of forests, pollution of land, poor air quality, environmental health issues, etc. At the most fundamental level it is necessary to monitor what is happening in the environment – collecting data to describe the changing scene. More importantly, it is crucial to formally describe the environment with sound and validated models, and to analyse and interpret the data we obtain in order to take action.
Environmental Statistics provides a broad overview of the statistical methodology used in the study of the environment, written in an accessible style by a leading authority on the subject. It serves as both a textbook for students of environmental statistics, as well as a comprehensive source of reference for anyone working in statistical investigation of environmental issues.
- Provides broad coverage of the methodology used in the statistical investigation of environmental issues.
- Covers a wide range of key topics, including sampling, methods for extreme data, outliers and robustness, relationship models and methods, time series, spatial analysis, and environmental standards.
- Includes many detailed practical and worked examples that illustrate the applications of statistical methods in environmental issues.
- Authored by a leading authority on environmental statistics.
Table of contents:
Chapter 1: Introduction
Chapter 2: Ordering and Extremes: Applications, Models, Inference
Chapter 3: Outliers and Robustness
Chapter 4: Finite-Population Sampling
Chapter 5: Inaccessible and Sensitive Data
Chapter 6: Sampling in the Wild
Chapter 7: Relationship: Regression-Type Models and Methods
Chapter 8: Special Relationship Models, Including Quantal Response and Repeated Measures
Chapter 9: Environmental Standards
Chapter 10: Time-Series Methods
Chapter 11: Spatial Methods for Environmental Processes
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Tags: Vic Barnett, Environmental, Statistics, Methods