Probabilistic modeling¶
Distributions¶
Create a conditional random vector
Create the distribution of the maximum of independent distributions
Create a maximum entropy statistics distribution
Create a conditional distribution
Create your own distribution given its quantile function
Create an extreme value distribution
Create and draw scalar distributions
Generate random variates by inverting the CDF
Overview of univariate distribution management
Quick start guide to distributions
Create a customized distribution or copula
Create a mixture of distributions
Create and draw multivariate distributions
Draw minimum volume level sets
Copulas¶
Extract the copula from a distribution
Create the ordinal sum of copulas
Random Vectors¶
Stochastic_processes¶
Create a functional basis process
Create a parametric spectral density function
Create a stationary covariance model
Use the Box-Cox transformation
Create a stationary covariance model
Create a custom covariance model
Create a process from random vectors and processes
Sample trajectories from a Gaussian Process with correlated outputs
Create a discrete Markov chain process
Create and manipulate an ARMA process