[r] Change R default library path using .libPaths in Rprofile.site fails to work

On Ubuntu, the recommended way of changing the default library path for a user, is to set the R_LIBS_USER variable in the ~/.Renviron file.

touch ~/.Renviron
echo "R_LIBS_USER=/custom/path/in/absolute/form" >> ~/.Renviron

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Change R default library path using .libPaths in Rprofile.site fails to work