Eco-Stats: Data Analysis in Ecology
David I Warton
Gebundenes Buch

Eco-Stats: Data Analysis in Ecology

From t-tests to Multivariate Abundances

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This book introduces ecologists to the wonderful world of modern tools for data analysis, especially multivariate analysis.For biologists with relatively little prior knowledge of statistics, it introduces a modern, advanced approach to data analysis in an intuitive and accessible way. The book begins by reviewing some core principles in statistics, and relates common methods to the linear model, a general framework for modeling data where the response is continuous. This is then extended to discrete data using generalized linear models, to designs with multiple sampling levels via mixed model...