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Analyzing Ecological Data
This book provides a practical introduction to analysing ecological data using real data sets collected as part of postgraduate ecological studies or research projects. The first part of the book gives a largely non-mathematical introduction to data exploration, univariate methods (including GAM and...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Springer New York : Imprint: Springer,
2007.
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| Edición: | 1st ed. 2007. |
| Colección: | Statistics for Biology and Health,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Data management and software
- Advice for teachers
- Exploration
- Linear regression
- Generalised linear modelling
- Additive and generalised additive modelling
- to mixed modelling
- Univariate tree models
- Measures of association
- Ordination - First encounter
- Principal component analysis and redundancy analysis
- Correspondence analysis and canonical correspondence analysis
- to discriminant analysis
- Principal coordinate analysis and non-metric multidimensional scaling
- Time series analysis - Introduction
- Common trends and sudden changes
- Analysis and modelling of lattice data
- Spatially continuous data analysis and modelling
- Univariate methods to analyse abundance of decapod larvae
- Analysing presence and absence data for flatfish distribution in the Tagus estuary, Portugal
- Crop pollination by honeybees in Argentina using additive mixed modelling
- Investigating the effects of rice farming on aquatic birds with mixed modelling
- Classification trees and radar detection of birds for North Sea wind farms
- Fish stock identification through neural network analysis of parasite fauna
- Monitoring for change: Using generalised least squares, non-metric multidimensional scaling, and the Mantel test on western Montana grasslands
- Univariate and multivariate analysis applied on a Dutch sandy beach community
- Multivariate analyses of South-American zoobenthic species - spoilt for choice
- Principal component analysis applied to harbour porpoise fatty acid data
- Multivariate analyses of morphometric turtle data - size and shape
- Redundancy analysis and additive modelling applied on savanna tree data
- Canonical correspondence analysis of lowland pasture vegetation in the humid tropics of Mexico
- Estimating common trends in Portuguese fisheries landings
- Common trends in demersal communities on the Newfoundland-Labrador Shelf
- Sea level change and salt marshes in the Wadden Sea: A time series analysis
- Time series analysis of Hawaiian waterbirds
- Spatial modelling of forest community features in the Volzhsko-Kamsky reserve.