Simple Univariate Density Estimation

Abstract

A fundamental concept in the analysis of univariate data is the probability density function. Let X be a random variable that has probability density function f(x). The density function describes the distribution of X and allows probabilities to be determined using the relation

$$P(a < X < b) = \int\limits_a^b {f(u)du.} $$