Table of Contents

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   Book Overview
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   Chapter 1 Introduction
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   Chapter 2 Data management and software
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   Chapter 3 Advice for teachers
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   Chapter 4 Exploration
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   Chapter 5 Linear regression
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   Chapter 6 Generalised linear modelling
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   Chapter 7 Additive and generalised additive modelling
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   Chapter 8 Introduction to mixed modelling
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    Chapter 9 Univariate tree models
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    Chapter 10 Measures of association
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    Chapter 11 Ordination — First encounter
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    Chapter 12 Principal component analysis and redundancy analysis
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    Chapter 13 Correspondence analysis and canonical correspondence analysis
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    Chapter 14 Introduction to discriminant analysis
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    Chapter 15 Principal coordinate analysis and non-metric multidimensional scaling
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    Chapter 16 Time series analysis — Introduction
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    Chapter 17 Common trends and sudden changes
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    Chapter 18 Analysis and modelling of lattice data
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    Chapter 19 Spatially continuous data analysis and modelling
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    Chapter 20 Univariate methods to analyse abundance of decapod larvae
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    Chapter 21 Analysing presence and absence data for flatfish distribution in the Tagus estuary, Portugal
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    Chapter 22 Crop pollination by honeybees in Argentina using additive mixed modelling
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    Chapter 23 Investigating the effects of rice farming on aquatic birds with mixed modelling
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    Chapter 24 Classification trees and radar detection of birds for North Sea wind farms
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    Chapter 25 Fish stock identification through neural network analysis of parasite fauna
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    Chapter 26 Monitoring for change: Using generalised least squares, non-metric multidimensional scaling, and the Mantel test on western Montana grasslands
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    Chapter 27 Univariate and multivariate analysis applied on a Dutch sandy beach community
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    Chapter 28 Multivariate analyses of South-American zoobenthic species — spoilt for choice
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    Chapter 29 Principal component analysis applied to harbour porpoise fatty acid data
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    Chapter 30 Multivariate analyses of morphometric turtle data — size and shape
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    Chapter 31 Redundancy analysis and additive modelling applied on savanna tree data
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    Chapter 32 Canonical correspondence analysis of lowland pasture vegetation in the humid tropics of Mexico
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    Chapter 33 Estimating common trends in Portuguese fisheries landings
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    Chapter 34 Common trends in demersal communities on the Newfoundland-Labrador Shelf
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    Chapter 35 Sea level change and salt marshes in the Wadden Sea: A time series analysis
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    Chapter 36 Time series analysis of Hawaiian waterbirds
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    Chapter 37 Spatial modelling of forest community features in the Volzhsko-Kamsky reserve