Semiparametric regression with shape-constrained penalized splines.
Martin L. HazeltonBerwin A. TurlachPublished in: Comput. Stat. Data Anal. (2011)
Keyphrases
- semi parametric
- least squares
- regression model
- regression problems
- statistical inference
- parametric models
- model selection
- density estimation
- rainfall forecasting
- constrained optimization
- linear regression
- linear model
- maximum likelihood
- cross validation
- support vector regression
- vector field
- neural network
- genetic programming
- nearest neighbor
- support vector
- learning algorithm