Robust specification of the roughness penalty prior distribution in spatially adaptive Bayesian P-splines models.
Astrid JullionPhilippe LambertPublished in: Comput. Stat. Data Anal. (2007)
Keyphrases
- prior distribution
- posterior distribution
- bayesian framework
- bayesian inference
- bayesian methods
- probability distribution
- prior information
- spatially adaptive
- probabilistic model
- conditional probabilities
- maximum a posteriori
- gaussian processes
- generative model
- computer vision
- hyperparameters
- latent variables
- denoising
- bayesian networks