Model Diagnostics, Machine Learning.
10. In this case, the perturbed data, e.g., 1.2 may become invalid. The data is skewed and has a long tail distribution. In this case, the calculation of standard deviation may become unstable, and it is relatively hard to choose a suitable perturbation size. The data has special values, such as