Amos' father was Jonathan Mather and his mother was Mary Leaver. His paternal grandparents were James Mather and Martha Kay. He had two brothers and a sister, named John, James and Mary. He was the second youngest of the four children. He had a half-brother and a half-sister, named William and Jane. He died at the age of 48 in 1921.