It is an iterative method to estimate parameters of a mathematical model from a set of observed data that contains outliers, when outliers do not affect the values of the estimates. Therefore, it also can be interpreted as an outlier detection method. It uses repeated random sub-sampling. If the data itself is completely distorted and not just a little noise as shown in the figure above, so man..