This could be caused by ghost touching. This happens when lower quality digitizers are installed. These were a real problem several years ago although now it’s much easier to find good quality mini digitizers.

You can do this yourself by following this guide to disassemble your iPad and looking at this answer (After doing my repairs (battery and screen) I have problems) for some best practices on digitizer installation.