Open AccessAdaptive Density Flattening--A Metric Distortion Principle for Combating Bias in Nearest Neighbor Methods
Author(s) -
Ian Abramson
Publication year - 1984
Publication title -
annals of statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 5.877
H-Index - 178
eISSN - 2168-8966
pISSN - 0090-5364
DOI - 10.1214/aos/1176346708
Subject(s) - mathematics , estimator , smoothing , metric (unit) , density estimation , k nearest neighbors algorithm , transformation (genetics) , distortion (music) , statistics , variance (accounting) , artificial intelligence , computer science , amplifier , computer network , biochemistry , operations management , chemistry , accounting , business , bandwidth (computing) , economics , gene