@vogelhugel,
You can use either construction.
Fil Albuquerque has it right; look at
context and pacing. If I were addressing children or having an informal conversation with friends I'd probably use the longer form. But if I were summarizing information at a professional conference I'd be more likely to say "the last three shipments we received are believed good". You'll be understood in either case.