But now, Blogger has got a new option to make this frequent operation much simpler...<base target="_blank"></base>
From the Post editor, just click on Link
...and click on the box next to "Open this link in a new window"
It's not clear since when this has been implemented as I found no official announcement for this. Just ran into this option today.