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NTNU:
IMF001
Introduction into R programming
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Introduction into R programming
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Introduction and welcome
Welcome video
Whom is the course for?
Motivation, aims and learning outcomes
Course dates
How does the course work?
Getting help
Acknowledgements
Part 1: Installing R and RStudio
Installing R and RStudio
Important RStudio options
Part 2: The basics of using R
Getting to know R
Getting help with R and RStudio
More on vectors and matrices
All about brackets ()[]{}
Part 3: Importing and exporting
Importing
Exporting
The R script for part 3
Part 4: Packages, functions and loops
Packages
Functions
Loops
The R script for part 4
Part 5: Plotting in R
Plotting with base R
Plotting with ggplot
Part 6: Some useful stuff about distributions and regression
Working with probability distributions
Linear regression
Bonus: Writing reports with R Markdown
What is R Markdown?
Writing your first R Markdown report
Bonus: A glimpse on the tidyverse
What is the tidyverse?
Data manipulation with dplyr