O'Leary's parents divorced when he was a child, and his father died shortly thereafter.
O'Leary's mother was a skilled investor, investing a third of her weekly paycheque in large-cap, dividend-paying stocks and interest-bearing bonds, ultimately achieving high returns in her investment portfolio.