A Closed-Form Approximation for the CDF of the Sum of Independent Random Variables.
Juan Augusto MayaLeonardo Rey VegaCecilia G. GalarzaPublished in: IEEE Signal Process. Lett. (2017)
Keyphrases
- closed form
- random variables
- identically distributed
- graphical models
- probability distribution
- independent and identically distributed
- conditionally independent
- statistically independent
- distribution function
- hyperparameters
- closed form solutions
- latent variables
- conditional independence
- joint distribution
- stochastic optimization problems
- conditional probabilities
- bayesian networks
- random vectors
- joint probability distribution
- marginal likelihood
- probability density
- partition function
- marginal distributions
- varying degrees
- posterior distribution
- probabilistic model
- objective function