"nonsense," 1927, said to have been coined by U.S. cartoonist Billy De Beck; perhaps a variant of horseshit "nonsense," though the latter is attested in print only from 1940s.
horseback
horse-car
horse-chestnut
horse-collar
horse-faced
horsefeathers
horse-flesh
horsefly
horsehair
horsehide
horseless