FYI:
The problem I had was that my modified .Rprofile text file was being read
and had lines to load the libraries of packages that were not installed yet
on this Ubuntu machine; I guess I copied the .Rprofile from my laptop.
 
If you have similar problems, simply do this in command line:

mv .Rprofile Rprofile

install.packages to your hearts desire and then 

mv Rprofile .Rprofile



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