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|21201|guide] to disassemble your iPad and looking at this answer ([post|547310]) for some best practices on digitizer installation.