HemSök efter kurserR 1 - Introduction to R, Linear regression & ANOVA

R 1 – Introduction to R, Linear regression & ANOVA

R 1 helps you get started with R in the best way possible. This education package contains the two courses, “Introduction to R” and “Linear regression & ANOVA”.

We will cover the basics of R, ranging from importing and handling data to running common tests and fitting linear regression models. You also get a solid understanding of modern linear regression and ANOVA models.


Utbildningsformer

Längd

Pris
12500 kr

Course goals: 

To be able to use R to import and describe data using graphs and tables. Manage how to fit, visualize, and interpret linear regression and ANOVA models.  

 

 

Prerequisites: 

Basic computer skills.

Program R 1 - Introduction to R, Linear regression & ANOVA

Day 1

HANDLING DATA
Importing and exporting data
Handling variables and observations
Transforming data
Writing R code

DATA VISUALISATION
Common plots
Customizing plots

DESCRIPTIVE STATISTICS
Means correlations, and other descriptive measures
Frequency tables and cross tables

BASIC STATISTICAL METHODS
t-test
Linear regression

 

Day 2

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