The isotonic regression approach for an instrumental variable estimation of the potential outcome distributions for compliers.
Byeongchan ChoiJae Won LeePublished in: Comput. Stat. Data Anal. (2019)
Keyphrases
- regression model
- probability distribution
- nonparametric regression
- parameter estimation
- estimation problems
- ordinary least squares
- probability density
- accurate estimation
- regression algorithm
- kullback leibler distance
- robust regression
- support vector
- model selection
- support vector regression
- estimation accuracy
- canonical correlation analysis
- semi parametric
- ridge regression
- multi variate