“…., θ n ], then, finding parameters by minimizing Equation (2), i.e., maximizing the likelihood, properties such as convergence, consistency, and lack of bias are satisfied [3]. However, when actual density does not lie in the class of parametric functions, there is an acute need for non-parametric estimation [4].…”