$ sudo apt-get update
$ sudo apt-get install r-base-dev 

r-base-dev is installed in your system.

Make ensure the r-base-dev package were installed using the commands given below,

$ sudo dpkg-query -l | grep r-base-dev *

You will get with r-base-dev package name, version, architecture and description in a table

r-base-dev package basic information: