Lancaster was first elected when he was twenty-eight to the state House in the 1972 general election on the Republican ticket headed by gubernatorial nominee David C. Treen, then of Jefferson Parish.
Lancaster lost his seat in 1975, when no Republican sought the governorship in the wake of the popularity of Democrat Edwin Washington Edwards.