Nearest neighbor estimates of regression.

Kjell A. Doksum Jiancheng Jiang Bo Sun Shuzhen Wang

Published 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