Outliers and robustness

BOOK CHAPTER published 10 April 2003 in Probability Theory

Logistic Regression Diagnostics

JOURNAL ARTICLE published 1 July 1981 in The Annals of Statistics

Authors: Daryl Pregibon

Robust Logistic Principal Component Regression for classification of data in presence of outliers

PROCEEDINGS ARTICLE published May 2012 in 2012 IEEE International Symposium on Circuits and Systems

Authors: H. C. Wu | S. C. Chan | K. M. Tsui

Robustness of Deepest Regression

JOURNAL ARTICLE published April 2000 in Journal of Multivariate Analysis

Authors: Stefan Van Aelst | Peter J Rousseeuw

Erratum to “Improved point and interval estimation for a beta regression model” [Comput. Statist. Data Anal. 51 (2006) 960–981]

JOURNAL ARTICLE published July 2011 in Computational Statistics & Data Analysis

Authors: Raydonal Ospina | Francisco Cribari-Neto | Klaus L.P. Vasconcellos

Least Median of Weighted Squares in Logistic Regression with Large Strata

JOURNAL ARTICLE published June 1994 in Biometrika

Authors: Andreas Christmann

Resistant Line Fitting in Actuarial Science

BOOK CHAPTER published 1984 in Premium Calculation in Insurance

Authors: P. Rousseeuw | A. Leroy | B. Daniels

Consistency and robustness of kernel-based regression in convex risk minimization

JOURNAL ARTICLE published 1 August 2007 in Bernoulli

Authors: Andreas Christmann | Ingo Steinwart

[Influential Observations, High Leverage Points, and Outliers in Linear Regression]: Comment: Aspects of Diagnostic Regression Analysis

JOURNAL ARTICLE published 1 August 1986 in Statistical Science

Authors: A. C. Atkinson

[Influential Observations, High Leverage Points, and Outliers in Linear Regression]: Comment

JOURNAL ARTICLE published 1 August 1986 in Statistical Science

Authors: Sanford Weisberg

Analysis of Matched Data Using Logistic Regression

BOOK CHAPTER published in Statistics for Biology and Health

Cross-validation in nonparametric regression with outliers

JOURNAL ARTICLE published 1 October 2005 in The Annals of Statistics

Authors: Denis Heng-Yan Leung

[Influential Observations, High Leverage Points, and Outliers in Linear Regression]: Comment

JOURNAL ARTICLE published 1 August 1986 in Statistical Science

Authors: Rollin Brant

Data sets with outliers

BOOK CHAPTER published 26 October 1990 in Applied Nonparametric Regression

Erratum to “An algorithm for arranging response surface designs in small blocks” [Comput. Statist. Data Anal. 33 (2000) 25–43]

JOURNAL ARTICLE published September 2002 in Computational Statistics & Data Analysis

Authors: L.A Trinca | S.G Gilmour

Universal consistency and robustness of localized support vector machines

JOURNAL ARTICLE published November 2018 in Neurocomputing

Research funded by Deutsche Forschungsgemeinschaft (CH 291/2-1)

Authors: Florian Dumpert | Andreas Christmann

Randomization Does Not Justify Logistic Regression

JOURNAL ARTICLE published 1 May 2008 in Statistical Science

Authors: David A. Freedman

Binary Logistic Regression

OTHER published August 2014 in Probabilistic Design for Optimization and Robustness for Engineers

Analysis of Matched Data Using Logistic Regression

BOOK CHAPTER published 1994 in Logistic Regression

Authors: David G. Kleinbaum

High Breakdown Point Estimators in Logistic Regression

BOOK CHAPTER published 1996 in Robust Statistics, Data Analysis, and Computer Intensive Methods

Authors: Andreas Christmann