According to AP (quoted in Technology Review)

Piracy accounts for about 35 percent of all new PC software installations globally, an IDC study estimated last year — costing the industry an average of $40 billion annually.

My guess is that most of that is accounted for by people ripping off Microsoft Windows and Office.