bailey moved to nemaha county, kansas, in 1879, and became a successful farmer, rancher, and banker. he and his father founded the town of baileyville, kansas in 1880. he served as member of the kansas house of representatives from 1888 to 1890. he was president of the republican state league in 1893. he served as member of the kansas state board of agriculture from 1895 to 1899.