The Chuck is mounted on a shaft with a screw at the inside top of the chuck; it is an Allen head cap screw. Thank you to all who replied to my question.
I have an old, and I mean old, WT drill press and would like to know how to remove and replace the chuck since I cannot find a chuck key that fits. The chuck key holes are enlarged.