On Robustness in the Logistic Regression Model

作者: R. J. Carroll , Shane Pederson

DOI: 10.1111/J.2517-6161.1993.TB01934.X

关键词:

摘要: … robust-resistant estimates which have bias often approximately the same as and sometimes even less than the logistic … estimate is inconsistent at the logistic model; we develop a simple …

参考文章(9)
J. B. Copas, Binary Regression Models for Contaminated Data Journal of the royal statistical society series b-methodological. ,vol. 50, pp. 225- 253 ,(1988) , 10.1111/J.2517-6161.1988.TB01723.X
Hans R. Künsch, Leonard A. Stefanski, Raymond J. Carroll, Conditionally Unbiased Bounded-Influence Estimation in General Regression Models, with Applications to Generalized Linear Models Journal of the American Statistical Association. ,vol. 84, pp. 460- 466 ,(1989) , 10.1080/01621459.1989.10478791
Elvezio M. Ronchetti, Peter J. Rousseeuw, Werner A. Stahel, Frank R. Hampel, Robust statistics: the approach based on influence functions ,(1986)
David Ruppert, Computing S Estimators for Regression and Multivariate Location/Dispersion Journal of Computational and Graphical Statistics. ,vol. 1, pp. 253- 270 ,(1992) , 10.1080/10618600.1992.10474584
D. G. Simpson, D. Ruppert, R. J. Carroll, On One-Step GM Estimates and Stability of Inferences in Linear Regression Journal of the American Statistical Association. ,vol. 87, pp. 439- 450 ,(1992) , 10.1080/01621459.1992.10475224
LEONARD A. STEFANSKI, The effects of measurement error on parameter estimation Biometrika. ,vol. 72, pp. 583- 592 ,(1985) , 10.1093/BIOMET/72.3.583
Sanford Weisberg, R. Dennis Cook, Residuals and Influence in Regression ,(1982)
Leonard A. Stefanski, Influence and measurement error in logistic regression North Carolina State University. Dept. of Statistics. ,(1983)