Asymptotic Normality of a Nonparametric Conditional Quantile Estimator for Random Fields.
Sidi Ali Ould-AbdiSophie Dabo-NiangAliou DiopAhmedoune Ould-AbdiPublished in: Adv. Decis. Sci. (2011)
Keyphrases
- random fields
- random field model
- nadaraya watson
- nonparametric density estimation
- central limit theorem
- pseudo likelihood
- markov fields
- markov random field
- non stationary
- maximum entropy
- parameter estimation
- random field models
- conditional random fields
- autoregressive
- probabilistic model
- rates of convergence
- probability distribution
- marginal distributions
- textured images
- partition function
- maximum likelihood
- gibbs sampler
- bayesian networks
- least squares
- pairwise
- multiscale