Estep was elected as a Republican to the Seventieth, Seventy-first, and Seventy-second Congresses. He was an unsuccessful candidate for reelection in 1932.
Estep was elected to the U.S. House of Representatives during the Seventieth, Seventy-first, and Seventy-second Congresses as a Republican. He did not win re-election in 1932.