Data Science, Sampling, Statistics, Machine Learning, Artificial Intelligence.
F^(-1)(U). Return X. Figure 1: Inversion sampling. Image by Author. Here we sample the y-axis following a uniform distribution. Where the probability of x, f(x) is low the cdf F(x) will be flat, i.e. samples drawn from the uniform distribution will be unlikely to land on the curve. Areas for which