Random Variable, Probability Theory, Probability Distributions, Inferential Statistics, Statistics.
aim to estimate the density directly from the data. Nonparametric methods are more flexible and can capture complex distributions without relying on predefined assumptions. Commonly used techniques for density estimation include KDE, histogram estimation, etc. We are not going into the intricacies