Directions in Robust Statistics and Diagnostics: Part II

Content.- Small sample properties of robust analyses of linear models based on R-estimates: A survey.- Regression diagnostics for rank-based methods II.- Robust multivariate spectral analysis of the EEG.- Configural polysampling.- Robustness to unequal scale and other departures from the classical linear model.- Unmasking multivariate outliers and leverage points by means of BMDP3R.- Glimpse: An assessor of GLM misspecification.- Regression quantile diagnostics for multiple outliers.- Robust testing of functionals.- Robustness of the p-subset algorithm for regression with high breakdown point.- Robust distances: Simulations and cutoff values.- Diagnostics for regression-ARMA time series.- General approaches to stepwise identification of unusual values in data analysis.- Research directions in robust statistics.- Comparisons between first order and second order approximations in regression diagnostics.- Consumer datesware.- Graphical displays for alternate regression fits.- Some issues in the robust estimation of multivariate location and scatter.- Adaptive efficient weighted least squares with dependent observations.- A procedure for robust estimation and inference in linear regression.- Author index.