Introduction to R and Statistics
Introduction to R and Statistics
Getting started
Home
Preparations
Schedule
Introduction to R and R Studio
General intro
R and RStudio
Tidyverse and read in data
Data handling
Figures with ggplot2
Writing good code
Wrangling with data in R
Creating vectors and tables
Tidy Data with tidyr
Join relational tables
Introduction to statistics
Introduction to statistics
Probability and likelihood
Statistical tests
Linear models
Introduction to linear models
More exercises with linear models
Data transformation
Exploration, prediction and inference
Model selection and hypothesis testing
Generalized linear models
Introduction to generalized linear models
GLMs for count and proportion data
GLM example for proportion data
Overdispersion in GLMs
Practice linear and generalized linear models
P-value adjustments for multiple tests
Final tasks and exercises
Solution 2.7
# import readr: library(readr) # load data: read_csv("your/path.csv")