Pennsylvania State University 3 credits ESM
This course focuses on developing a foundational and intuitive understanding of statistical models used in ecology that will prepare students for tackling their own research projects and taking more advanced statistical courses. Students will learn to critically evaluate and understand published ecological research, make decisions about their own analyses, and communicate their methods in scientific publications. The course develops from core statistical concepts (summary statistics, hypothesis testing, linear regression) to advanced concepts (generalized linear/additive models, hierarchical and mixed-models, spatio-temporal models) by discussing the underlying connections between models. The course covers designing an analysis to match a research objective, model assumptions, evaluation, and selection, and interpreting statistical results in an ecological context.
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