We are sure that your dog stole our fish.
→ Your dog must have stolen our fish.

We really must redecorate the living-room this week.
→ It is imperative that we redecorate the living-room this week.

We regret not phoning you when I arrived in Paris.
→ We would rather have called you upon my arrival in Paris.