Penalized I-spline monotone regression estimation.
Junsouk ChoiJungjun LeeJae-Hwan JhongJa-Yong KooPublished in: Commun. Stat. Simul. Comput. (2021)
Keyphrases
- least squares
- semi parametric
- ordinary least squares
- linear regression
- model selection
- multiresolution
- regression model
- nonparametric regression
- robust estimation
- estimation problems
- regression algorithm
- regression problems
- support vector
- robust regression
- accurate estimation
- estimation error
- loss function
- parameter estimation
- maximum likelihood
- machine learning
- regression methods
- monte carlo simulation
- polynomial regression