Regression with Ordered Predictors via Ordinal Smoothing Splines.
Nathaniel E. HelwigPublished in: Frontiers Appl. Math. Stat. (2017)
Keyphrases
- nonparametric regression
- regression model
- regression analysis
- linear regression
- regression method
- shape preserving
- predictor variables
- closed form
- regression methods
- simple linear
- multiple regression
- curve fitting
- regression problems
- cubic spline
- genetic programming
- smoothing algorithm
- logistic regression
- ridge regression
- regression algorithm
- b spline
- support vector regression
- partial least squares
- image smoothing
- preprocessing step
- response variable
- machine learning
- aggregating algorithm
- classification and regression problems
- image processing