Antioch is a small liberal arts college located in northern Greene County, near Springfield. It has been around since 1853, which means it's had a century and a half to accumulate ghost stories. The ones I know anything about are listed below.
A former college building which is now boarded up, this 1860s mansion is supposed to be haunted by weird shapes and optical distortions which float through its halls.