When you have a Blogger website there are some things that are not as easy to accomplish as with WordPress. That does not mean, however, that it is impossible.
It is actually quite simple to link to a PDF file when you have a Blogger account. Take advantage of Google's free Drive and store the PDF there and then link to it.
The presentation gives you step by step instructions.