Bayesian quantile regression using random B-spline series prior.
Priyam DasSubhashis GhosalPublished in: Comput. Stat. Data Anal. (2017)
Keyphrases
- b spline
- quantile regression
- least squares
- control points
- cross validated
- bayesian methods
- tensor product
- prior knowledge
- affine transformation
- prior information
- linear regression
- parameter estimation
- basis functions
- bayesian inference
- cross validation
- bayesian model
- surface fitting
- response variable
- bayesian networks
- gaussian processes
- maximum likelihood
- cubic b spline
- posterior distribution
- probabilistic model