In 2006 Raese ran against Robert Byrd, the longest-serving member of the U.S. Senate and former Senate Majority Leader and Senate Appropriations Chair.
In 2007, Raese's wife, Elizabeth, launched a new statewide women's group, "Conservative Women of West Virginia."