RSB-R-Stats-Biology Archive 2018-2019

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Second year of the workshop series on biological statistics in R at RSB, ANU.

Topics covered in 2018-2019:

• Install R and R-Studio
• Basics of R language
• Statistical inference
• Simple linear regression (on Github only; By Ananthan Ambikairajah)
• Linear mixed models Part 1 (estimation)
• Linear mixed models Part 2 (tests)
• Linear mixed models Part 3 (random interactions)
• Graphics philosophy and ggplot
• Functions in R
• Generalized linear models Part 1 (logistic regression)
• Model assumptions
• Multiple regression and conditional effects
• Model selection Part 1
• Model selection Part 2
• R Markdown
• Intro Bayesian