Now many of the events no longer contain the photos that should be there.
That's a corrupted database. A preferences file has no role in tracking what decisions you've made in your organisation and editing.
Download iPhoto Library Manager and use its rebuild function. (In early versions of Library Manager it's the File -> Rebuild command. In later versions it's under the Library menu.)
This will create an entirely new library. It will then copy (or try to) your photos and all the associated metadata and versions to this new Library, and arrange it as close as it can to what you had in the damaged Library. It does this based on information it finds in the iPhoto sharing mechanism - but that means that things not shared won't be there, so no slideshows, books or calendars, for instance - but it should get all your events, albums and keywords, faces and places back.
Because this process creates an entirely new library and leaves your old one untouched, it is non-destructive, and if you're not happy with the results you can simply return to your old one.
That said, working with iPhoto is the deadest of dead ends. The next machine you buy won't even run it. But you don't have to use Photos, there are plenty of alternatives depending on your budget and needs. What I would urge you to do is make your choice now and do the transition now. Doing it now, while iPhoto still runs, will be a pain where the sun doesn't shine. If you wait until you're forced into it, by an upgrade or purchasing a new Mac, then it's going to be a lot tougher to make that change.