Session 3

Linear Modelling

Further reading and materials

• Andrew Gelman et al: “Regression and Other Stories” website

• Andrew Gelman et al: “Regression and Other Stories” book online

• Andrew Gelman et al: “Bayesian Data Analysis” book online

• rstanarm package documentation

• brms package documentation

• ggeffects package documentation

• Introduction to regression from frequentist perspective Introduction to Modern Statistics

• Background on the Space Shuttle Challenger disaster

Presentations

🖥️ Presentation 3a - Linear Modelling 1

🖥️ Presentation 3b - Linear Modelling 2

Practicals

• Practicals - Linear Modelling 1 - Tree Allometry data
• Practicals - Linear Modelling 2 - Space Shuttle data

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