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Volumn 82, Issue 10, 2012, Pages 1786-1791

An optimal k-nearest neighbor for density estimation

Author keywords

Density estimation; Multi dimensional data; Nearest neighbor method

Indexed keywords


EID: 84863088046     PISSN: 01677152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.spl.2012.05.017     Document Type: Article
Times cited : (25)

References (10)
  • 2
    • 54349107695 scopus 로고    scopus 로고
    • Choice of neighbor order in nearest-neighbor classification
    • Hall P., Park B.U., Samworth R.J. Choice of neighbor order in nearest-neighbor classification. The Annals of Statistics 2008, 36:2135-2152.
    • (2008) The Annals of Statistics , vol.36 , pp. 2135-2152
    • Hall, P.1    Park, B.U.2    Samworth, R.J.3
  • 3
    • 0142064173 scopus 로고
    • Consistency for cross-validated nearest estimates in nonparametric regression
    • Li K.C. Consistency for cross-validated nearest estimates in nonparametric regression. The Annals of Statistics 1984, 12:230-240.
    • (1984) The Annals of Statistics , vol.12 , pp. 230-240
    • Li, K.C.1
  • 5
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • Parzen E. On estimation of a probability density function and mode. The Annals of Mathematical Statistics 1962, 33:1065-1076.
    • (1962) The Annals of Mathematical Statistics , vol.33 , pp. 1065-1076
    • Parzen, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.