메뉴 건너뛰기




Volumn 137, Issue 3, 2007, Pages 669-683

On bagging and nonlinear estimation

Author keywords

Bias; Bootstrap; Half sampling; Regression tree; Variance reduction; With replacement sampling; Without replacement sampling

Indexed keywords


EID: 33750494541     PISSN: 03783758     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jspi.2006.06.002     Document Type: Article
Times cited : (144)

References (11)
  • 1
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman L. Bagging predictors. Mach. Learning 24 (1996) 123-140
    • (1996) Mach. Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 2
    • 33750507767 scopus 로고    scopus 로고
    • Breiman, L., 1999. Using adaptive bagging to debias regressions. Technical Report No. 547, Department of Statistics, University of California, Berkeley.
  • 4
    • 0043289776 scopus 로고    scopus 로고
    • Analyzing bagging
    • Bühlmann P., and Yu B. Analyzing bagging. Ann. Statist. 30 (2000) 927-961
    • (2000) Ann. Statist. , vol.30 , pp. 927-961
    • Bühlmann, P.1    Yu, B.2
  • 5
    • 33750509896 scopus 로고    scopus 로고
    • Buja, A., Steutzle, W., 2000a. Bagging does not always decrease mean squared error. Manuscript.
  • 6
    • 33750531092 scopus 로고    scopus 로고
    • Buja, A., Steutzle, W., 2000b. Smoothing effects of bagging. Manuscript.
  • 8
    • 0013294330 scopus 로고
    • Using subsample values as typical values
    • Hartigan J.A. Using subsample values as typical values. J. Amer. Statist. Assoc. 64 (1969) 1303-1317
    • (1969) J. Amer. Statist. Assoc. , vol.64 , pp. 1303-1317
    • Hartigan, J.A.1
  • 10
    • 0009332057 scopus 로고
    • Report on the Bihar crop survey: rabi season 1943-1944
    • Mahalanobis P.C. Report on the Bihar crop survey: rabi season 1943-1944. Sankhyā 7 (1946) 269-280
    • (1946) Sankhyā , vol.7 , pp. 269-280
    • Mahalanobis, P.C.1
  • 11
    • 33750495014 scopus 로고    scopus 로고
    • McCarthy, P.J., 1966. Replication (an approach to the analysis of data from complex surveys). National Center for Health Statistics.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.