Thanks Steven. Someone has finally posted an easy howto for installing Scribus on windows as testified by the following post to the Scribus mailing list:

Finally, we have an easy to follow recipe for common mortals, that simply works.

All steps for installing binaries, described on http://wiki.scribus.net/index.php/Installing_Scribus_on_Win32 worked without the slightest problems.