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Titlebook: Eco-Stats: Data Analysis in Ecology; From t-tests to Mult David I Warton Book 2022 The Editor(s) (if applicable) and The Author(s), under e

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Wiggly ModelsRecall from Sect. . that a “linear model” does not need to be linear. Mathematically, we say a model is linear if it is a linear function of its coefficients (“something times .. plus something times ..…”). But if we include non-linear functions of . as predictors, we can use this framework to fit a non-linear function of . to data.
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Analysing Discrete Data: The Generalised Linear ModelIn Exercise ., David and Alistair looked at invertebrate epifauna settling on algal beds (seaweed) with different levels of isolation (0, 2, or 10 m buffer) from each other, at two sampling times (5 and 10 weeks). They observed the following . (+ ). (−) patterns for crabs (across 10 replicates).
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More Than One Response Variable: Multivariate AnalysisRecall that the type of regression model you use is determined mostly by the properties of the .. Well what if you have more than one response variable?
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