최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기한국통계학회 논문집 = Communications of the Korean Statistical Society, v.12 no.3, 2005년, pp.625 - 634
Kim Bu-Yong (Department of Statistics, Sookmyung Women's University)
A procedure is proposed to identify multiple outliers in the logistic regression. It detects the leverage points by means of hierarchical clustering of the robust distances based on the minimum covariance determinant estimator, and then it employs a V-mask type criterion on the scatter plot of robus...
김순귀, 정동빈, 박영술(2003). SPSS를 활용한 로지스틱회귀모형의 이해와 응용, 데이터솔루션
Becker, C. and Gather, U.(1999), The masking breakdown point of multivariate outlier identification rules, Journal of the American Statistical Association, Vol. 94, 947-955
Gnanadesikan, R. and Kettenring, J.(1972). Robust estimates, residuals, and outlier detection with multiresponse data, Biometrics, Vol. 28, 81-124
Hadi, A. S.(1994). A modification of a method for the detection of outliers in multivariate samples, Journal of the Royal Statistical Society, Vol. 56, 393-396
Hardin, J. and Rocke, D. M.(2004). Outlier detection in the multiple cluster setting using the minimum covariance determinant estimator, Computational Statistics & Data Analysis, Vol. 44, 625-638
Hosmer, D. W. and Lemeshow, S.(2000). Applied Logistic Regression, John Wiley & Sons
Jennings, D. E.(1986). Outliers and residual distributions in logistic regression, Journal of the American Statistical Association, Vol. 81, 987-990
Kosinski, A. S.(1999). A procedure for the detection of multivariate outliers, Computational Statistics & Data Analysis, Vol. 29, 145-161
Mardia, K., Kent, J. and Bibby, J.(1979). Multivariate Analysis, Academic Press
Pregibon, D.(1981) Logistic regression diagnostics, The Annals of Statistics, Vol. 9, 705-724
Pregibon, D.(1982). Resistant fits for some commonly used logistic models with medical applications, Biometrics, Vol. 38, 485-498
Rocke, D. M. and Woodruff, D. L.(1996). Identification of outliers in multivariate data, Journal of the American Statistical Association, Vol. 91, 1047-1061
Rocke, D. M. and Woodruff, D. L.(1997). Robust estimation of multivariate location and shape. Journal of Statistical Planning and Inference, Vol. 57, 245-255
Rousseeuw, P. J.(1985). Multivariate estimation with high breakdown point, Mathematical Statistics and Applications, Vol. B, eds. W. Grossmann, G. Pflug, I. Vincze, and W. Werz
Rousseeuw, P. J. and Driessen, K.(1999). A fast algorithm for the minimum covariance determinant estimator, Technometrics, Vol. 41, 212-223
Rousseeuw, P. J. and Leroy, A. M.(2003). Robust Regression and Outlier Detection, Wiley- Interscience
Viljoen, H. and Venter, J. H.(2002). Identifying multivariate discordant observations: a computer-intensive approach, Computational Statistics & Data Analysis, Vol. 40, 159-172
Woodruff, D. L. and Rocke, D. M.(1994). Computable robust estimation of multivariate location and shape in high dimension using compound estimators, Journal of the American Statistical Association, Vol. 89, 888-896
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
출판사/학술단체 등이 한시적으로 특별한 프로모션 또는 일정기간 경과 후 접근을 허용하여, 출판사/학술단체 등의 사이트에서 이용 가능한 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.