Probability, random variables and stochastic processes.
John G. ProakisPublished in: IEEE Trans. Acoust. Speech Signal Process. (1985)
Keyphrases
- stochastic processes
- random variables
- probability distribution
- conditional probabilities
- stochastic process
- joint probability distribution
- markov processes
- conditional independence
- bayesian networks
- graphical models
- joint distribution
- stochastic optimization problems
- failure rate
- distribution function
- independent and identically distributed
- posterior distribution
- posterior probability
- directed acyclic graph
- lead time
- random fields
- latent variables
- probability density function
- probabilistic inference
- state variables
- marginal distributions
- probabilistic graphical models
- information extraction