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Academic & Professional Books  Reference  Data Analysis & Modelling  Data Analysis & Statistics

Beginner's Guide to Spatial, Temporal and Spatial-Temporal Ecological Data Analysis with R-INLA, Volume 1 Using GLM and GLMM

Handbook / Manual
By: Alain F Zuur(Author), Elena N Ieno(Author), Anatoly A Saveliev(Author)
362 pages, colour & b/w illustrations, tables
Beginner's Guide to Spatial, Temporal and Spatial-Temporal Ecological Data Analysis with R-INLA, Volume 1
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  • Beginner's Guide to Spatial, Temporal and Spatial-Temporal Ecological Data Analysis with R-INLA, Volume 1 ISBN: 9780957174191 Paperback Jan 2017 Usually dispatched within 1-2 weeks
    £157.00
    #239356
Selected version: £157.00
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About this book

This title consists of two volumes. Volume 1 explains how to apply linear regression models, generalised linear models (GLM), and generalised linear mixed-effects models (GLMM) to spatial, temporal, and spatial-temporal data, which is typical of the messy, real-world data obtained by biologists. The models that will be employed use the Gaussian and gamma distributions for continuous data, the Poisson and negative binomial distributions for count data, the Bernoulli distribution for absence–presence data, and the binomial distribution for proportional data. Examples of datasets analysed include spatial plant diversity, time-series data, orange crowned warbler count data, and spatial-temporal data on coral disease.

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Handbook / Manual
By: Alain F Zuur(Author), Elena N Ieno(Author), Anatoly A Saveliev(Author)
362 pages, colour & b/w illustrations, tables
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