Tuz Khormato police chief Col. Hussein Rasheed said Friday that the target of the shooting was the chief of the city's anti-terrorism security squads.
The father and two of his other children were wounded in the Thursday night shooting. The gunmen fled.
The 8-year-old died of his wounds at a hospital.
Tuz Khormato is 130 miles (210 kilometers) north of Baghdad.