Title :
Consistency and rates of convergence of kn nearest neighbor estimation under arbitrary sampling
Author :
Posner, S.E. ; Kulkarni, S.R.
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., NJ, USA
Abstract :
Consistency and rates of convergence of the kn-NN estimator are established in the general case in which samples are chosen arbitrarily from a compact metric space
Keywords :
convergence of numerical methods; signal sampling; compact metric space; consistency; convergence rates; nearest neighbor estimation; sampling; Convergence; Nearest neighbor searches;
Conference_Titel :
Information Theory and Statistics, 1994. Proceedings., 1994 IEEE-IMS Workshop on
Conference_Location :
Alexandria, VA
Print_ISBN :
0-7803-2761-6
DOI :
10.1109/WITS.1994.513901
