Your emails probably don't disappear from Outlook, but they are only moved to other folder. Outlook is usually automatically moving older emails from Inbox to Archive after the specific period of time. It depends on the settings. So you should check the archive folder.
There is also available an option to delete old emails automatically. But by default settings, I don't think the deletion of old emails will happen without of moving them to archive before.