Nearest neighbor estimates of regression.
Kjell A. DoksumJiancheng JiangBo SunShuzhen WangPublished in: Comput. Stat. Data Anal. (2017)
Keyphrases
- nearest neighbor
- k nearest neighbor
- knn
- regression model
- high dimensional data
- nearest neighbor algorithm
- high dimensional
- distance function
- nearest neighbor search
- training set
- regression problems
- linear regression
- regression function
- joint estimation
- regression algorithm
- high dimensional spaces
- partial least squares
- gaussian process regression
- support vector regression
- ridge regression
- data points
- optical flow
- locally weighted
- data sets
- polynomial regression
- update equations
- regression analysis
- gaussian processes
- genetic programming
- multi dimensional
- least squares
- support vector
- learning algorithm
- neural network