Data Science, Statistics, Machine Learning.
population mean. Empirical Cumulative Distribution Function (ECDF) Another way to characterize data generating distribution a.k.a population distribution is estimating its cdf instead of pdf. ECDF is a consistent estimator, unbiased estimator and non-parametric. As the sample size increases, the