We obtain some new Shepard type operators based on the classical, the modified, the iterative Shepard methods and the two radial basis functions, the inverse quadratic and the inverse multiquadric. Given some sets of points, we compute some representative subsets of knot points following an algorithm described by J. R. McMahon in 1986.