HemSök efter kurserR - Linear regression & ANOVA

R – Linear regression & ANOVA

på svenskain English

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
Classroom
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