PALMER, TX. PALMER, TEXAS. Palmer is on Interstate Highway 45 and U.S. Highway 75, twelve miles northeast of Waxahachie in northeastern Ellis County. It was settled after the arrival of the Houston and Texas Central Railway in 1872 and was named for D. S. Palmer, a Houston physician and stockholder of the railroad company.