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Volumn 8, Issue , 2007, Pages 761-773

Infinitely imbalanced logistic regression

Author keywords

Classification; Drug discovery; Fraud detection; Rare events; Unbalanced data

Indexed keywords

BINARY CODES; COMPUTATIONAL METHODS; ENCODING (SYMBOLS); FUNCTION EVALUATION; REGRESSION ANALYSIS; VECTORS;

EID: 34247575801     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (94)

References (10)
  • 1
    • 0042421807 scopus 로고    scopus 로고
    • Statistical fraud detection: A review
    • R. J. Bolton and D. J. Hand. Statistical fraud detection: A review. Statistical Science, 17(3): 235-255, 2002.
    • (2002) Statistical Science , vol.17 , Issue.3 , pp. 235-255
    • Bolton, R.J.1    Hand, D.J.2
  • 7
    • 4544259831 scopus 로고    scopus 로고
    • Logistic regression in rare events data
    • G. King and L. Zeng. Logistic regression in rare events data. Political Analysis, 9(2): 137-163, 2001.
    • (2001) Political Analysis , vol.9 , Issue.2 , pp. 137-163
    • King, G.1    Zeng, L.2
  • 8
    • 0000950512 scopus 로고
    • On the existence of maximum likelihood estimates for the binomial response models
    • M.J. Silvapulle. On the existence of maximum likelihood estimates for the binomial response models. Journal of the Royal Statistical Society, Series B, 43: 310-313, 1981.
    • (1981) Journal of the Royal Statistical Society, Series B , vol.43 , pp. 310-313
    • Silvapulle, M.J.1
  • 9
    • 0345325792 scopus 로고    scopus 로고
    • PhD thesis, Stanford University, URL
    • S. Tong. Active learning: Theory and applications. PhD thesis, Stanford University, 2001. URL http://ai.stanford.edu/~stong/research.html/ tong_thesis.pdf.
    • (2001) Active learning: Theory and applications
    • Tong, S.1
  • 10
    • 33744548524 scopus 로고    scopus 로고
    • LAGO: A computationally efficient approach for statistical detection
    • M. Zhu, W. Su, and H. A. Chipman. LAGO: A computationally efficient approach for statistical detection. Technometrics, 48: 193-205, 2005.
    • (2005) Technometrics , vol.48 , pp. 193-205
    • Zhu, M.1    Su, W.2    Chipman, H.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.