Came with his father, Jorgen Rasmussen and mother Maria Hansena, and sister Dorcas. He was born in Omaha. The Rasmussen family was located together on the 1860 Nebraska census and recorded as living in Omaha City. Their surname was written "Rismossen" on the census. In 1880, Jorgen, Hansena, and William lived together in Utah.