Nonparametric Simulation
Nonparametric Simulation
This Demonstration uses a simplified nonparametric process to generate a pseudorandom dataset (red) that corresponds to an "actual" dataset (green), without considering any information about the "actual" data distribution. Use the controls to change the parameters and observe how the simulated dataset fits the "actual" dataset, as well as how the dataset's PDF kernel estimations approximate the theoretical PDF.