Welcome to Android Central! Were these events only saved to the local Phone account calendar, and were they deleted somehow (or did you have to factory reset the phone or change to a different phone)? Or were they saved to your Google Calendar account? The local Phone account calendar doesn't sync or backup anywhere automatically, which is why I always recommend against using it. Go to Google Calendar on your computer browser and see if any of the events are there.