A Probability Density Function is a statistical expression used in probability theory as a way of representing the range of possible values of a continuous random variable. The area under the curve...
The Kernel Density Estimation is a mathematic process of finding an estimate probability density function of a random variable. The estimation attempts to infer characteristics of a population, based...
A Quartile is a type of quantile, the intervals used in defining ranges in probability density functions of continuous random variables. In simple terms, a Quartile is the defining line between...
A Uniform Distribution is a distribution in which there equal probabilities across all the values in the set.
Characteristic functions are an alternative method to simplify probability function distributions instead of calculating the density functions directly.
A Gaussian distribution, also known as a normal distribution, is a type of probability distribution used to describe complex systems with a large number of events.
A quantile is a cut point, or line of division, that splits a probability distribution into continuous intervals with equal probabilities. Naturally, there is always one less quantile than the number...