Author | Stahel, Werner. author |
---|---|
Title | Directions in Robust Statistics and Diagnostics [electronic resource] : Part II / by Werner Stahel, Sanford Weisberg |
Imprint | New York, NY : Springer New York, 1991 |
Connect to | http://dx.doi.org/10.1007/978-1-4612-4444-8 |
Descript | XVIII, 380 p. online resource |
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