The 1900 census indicates A.J. was born Oct. 1859 in Kansas, while his parents were born in Indiana. Hattie's birthdate is given as April 1865, born in Ohio, as were her parents. A.J.'s occupation is given as a stationery engineer.
I am unable to find A.J. in either the 1870 or 1880 Census.