Multivariate k-nearest neighbor density estimates

Journal of Multivariate Analysis

Volumn 9, Issue 1, 1979, Pages 1-15

  Mack, Y P ^a   Rosenblatt, M ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

bias; Density estimates; k nearest neighbor; kernel estimate; order statistics; tail behavior; variance

Indexed keywords

EID: 0001791128     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/0047-259X(79)90065-4     Document Type: Article

References (12)

1. Variable kernel estimates of multivariate densities and their calibration
2. Estimation of a multivariate density
3. Nearest neighbor pattern classification
4. The strong uniform consistency of nearest neighbor density estimates
5. Optimization of k-nearest neighbor density estimates
6. A nonparametric estimate of a multivariate density function
7. Consistency properties of nearest neighbor density estimates
8. Large sample properties of nearest neighbor density function estimators
9. Remarks on some nonparametric estimates of a density function
10. Curve estimates
11. Nonparametric estimates of probability density