I have a lot of images that were removed in Lightroom. I understand though that the RAW file is kept when doing a remove rather than a delete?

How can I remove these RAW files which have been removed but not deleted?

I am trying to reduce the size of my Lightroom file and was wondering if there are also any other ways of reducing the file size?