Essential statistics and tools for complex random variables.
Jan ErikssonEsa OllilaVisa KoivunenPublished in: IEEE Trans. Signal Process. (2010)
Keyphrases
- random variables
- graphical models
- probability distribution
- conditional independence
- conditional probabilities
- joint distribution
- latent variables
- distribution function
- stochastic optimization problems
- failure rate
- independent and identically distributed
- stochastic processes
- normal distribution
- bayesian networks
- test statistic
- conditionally independent
- probability density
- additive noise
- marginal distributions
- statistically independent
- confidence intervals
- directed acyclic graph
- probabilistic model