Michael S. Miller, a native of Indianapolis, graduated from North Central High School, after which he attended Hanover College, receiving his B.A. in 1969.
Chase and his wife, Alyssa, live in the Mapleton-Fall Creek neighborhood of downtown Indianapolis with their son, Wilder, and two dogs, Steve and Marvin.