As I have stated in other threads, I believe the rapture and the second coming of Christ are the same event that occur at the end of the ages, after the tribulation, but I can understand how certain passages could be interpreted as the rapture happening before the tribulation.
However, it is no way a secret event with believers just disappearing with others not having any idea what happened. A secret rapture is pure fiction.