Bayesian Estimation of Multi-Trap RTN Parameters Using Markov Chain Monte Carlo Method.
Hiromitsu AwanoHiroshi TsutsuiHiroyuki OchiTakashi SatoPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2012)
Keyphrases
- monte carlo method
- bayesian estimation
- posterior distribution
- markov chain
- parameter estimation
- prior distribution
- hyperparameters
- bayesian learning
- probability distribution
- maximum likelihood estimation
- expectation maximization
- monte carlo
- maximum likelihood
- bayesian framework
- latent variables
- model selection
- em algorithm
- closed form
- state space
- genetic algorithm
- posterior probability
- gaussian distribution
- bayesian inference
- markov chain monte carlo
- generalized gaussian
- parameter values
- cross validation
- support vector
- parameter settings
- learning machines
- probability density function
- least squares
- probabilistic model
- bayesian networks