Welcome to Android Central! Were the events saved to a Google account calendar, or a Phone account? If they were on a Phone account calendar, then you won't be able to recover them, unless you happened to back them up or sync them manually to your computer using Kies or some other 3rd party sync program. This is why I always recommend using the cloud (typically Google). If you lose the data locally, it's safe in the cloud.