Posterior consistency in conditional distribution estimation.
Debdeep PatiDavid B. DunsonSurya T. TokdarPublished in: J. Multivar. Anal. (2013)
Keyphrases
- conditional distribution
- gaussian process
- probability distribution
- posterior distribution
- random variables
- bayesian framework
- parameter estimation
- joint distribution
- latent variables
- regression model
- bayesian networks
- posterior probability
- gaussian processes
- marginal distributions
- hyperparameters
- model selection
- expectation maximization
- approximate inference
- graphical models
- variational inference
- prior knowledge