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
2 dagar
Pris
12500 kr
Course goals:
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