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To install the complete R system, use
sudo apt-get update
sudo apt-get install -y r-base
Users who need to compile R packages from source [e.g. package maintainers, or anyone installing packages with install.packages()] should also install the r-base-dev package:
sudo apt-get install r-base-dev
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