Replace missing fonts in OpenOffice

I have a Word document that uses fonts not available on my system. How can I globally replace these fonts? I've tried both Find/Replace (with formatting) and Tools / Options / OpenOffice / Fonts, but both of these only seem to support replacing one installed font with another -- typing the name of the missing font in manually doesn't work.