Click on the direct link to Windows installer on Sourceforge to download windows installer for the latest stable release of Scribus.
Scribus 1.3.3.13 for Windows (TM) installer.
Ghostscript 8.70+ 32-bit installer - required for EPS,PS import and print preview. Can be installed later.