Combining Polynomial Chaos Expansions and the Random Variable Transformation Technique to Approximate the Density Function of Stochastic Problems, Including Some Epidemiological Models.
Julia Calatayud GregoriBenito M. Chen-CharpentierJuan Carlos CortésMarc Jornet-SanzPublished in: Symmetry (2019)
Keyphrases
- random variables
- density function
- distribution function
- graphical models
- probability distribution
- mean shift
- density estimation
- joint distribution
- joint probability distribution
- probabilistic model
- statistical model
- statistical models
- probability density function
- marginal distributions
- control policies
- conditional distributions