R – Linear regression & ANOVA
R2 provides you with a solid understanding of modern linear regression and ANOVA models.
We will have a closer look at how these models work and how R can be used to build, visualise and interpret such models. We will also cover the bootstrap and permutation tests, and how these can be used to obtain confidence intervals and p-values without having to assume a normal distribution for your data.
Utbildningsformer
Remote
Längd
1 dag
Pris
8500 kr
Course goals:
To be able to use R to fit, visualize and interpret linear regression and ANOVA models.
Prerequisites;
R Introduction or similar
Program R - Linear regression & ANOVA
MODERN STATISTICAL TESTS
- Permutation tests
- Bootstrap
LINEAR REGRESSION
- Fitting and building models
- Interactions and dummy variables
- Validating models
- Visualizing results
- Prediction
ANOVA
- Fitting models
- Validating models
- Visualizing results