The couple have been married for 35 years and appeared on their daughters' TV reality shows "Newlyweds" and "The Ashlee Simpson Show."
"Tina and Joe Simpson have filed for divorce," a family representative said in a statement issued to UsMagazine.com. "It is an amicable split and there is no third party involved. Any other related allegations are completely false. The family appreciates your respect for their privacy at this time."
"Entertainment Tonight" said Tina filed for divorce Sept. 24 in Texas.