|Cumulative distribution functions|
|Inverse cumulative distribution functions|
|Mean of probability distribution|
|Median of probability distribution|
|Probability density functions|
|Standard deviation of probability distribution|
|Truncate probability distribution object|
|Variance of probability distribution|
|Piecewise linear probability distribution object|
This example shows how to fit a nonparametric probability distribution to sample data using Pareto tails to smooth the distribution in the tails.
The piecewise linear distribution creates a nonparametric representation of the cumulative distribution function (cdf) by linearly connecting the known cdf values from the sample data.
Estimate a probability density function or a cumulative distribution function from sample data.