Disintegration property of coherent upper conditional previsions with respect to Hausdorff outer measures for unbounded random variables.
Serena DoriaPublished in: Int. J. Gen. Syst. (2021)
Keyphrases
- random variables
- conditional distribution
- graphical models
- conditionally independent
- conditional probabilities
- conditional distributions
- probability distribution
- graphical structure
- markov property
- bayesian networks
- conditional independence
- latent variables
- joint distribution
- distribution function
- normal distribution
- stochastic optimization problems
- independent and identically distributed
- probabilistic graphical models
- directed acyclic graph
- hausdorff distance
- continuous variables
- random vectors
- joint probability distribution
- belief networks
- failure rate
- statistically independent
- stochastic processes
- probability density
- identically distributed