Developments in Robust Statistics: International Conference on Robust Statistics 2001 ; with 75 TablesRudolf Dutter, Peter Filzmoser, Ursula Gather, Peter J. Rousseeuw Springer Science & Business Media, 2003 - 431 Seiten Aspects of Robust Statistics are important in many areas. Based on the International Conference on Robust Statistics 2001 (ICORS 2001) in Vorau, Austria, this volume discusses future directions of the discipline, bringing together leading scientists, experienced researchers and practitioners, as well as younger researchers. The papers cover a multitude of different aspects of Robust Statistics. For instance, the fundamental problem of data summary (weights of evidence) is considered and its robustness properties are studied. Further theoretical subjects include e.g.: robust methods for skewness, time series, longitudinal data, multivariate methods, and tests. Some papers deal with computational aspects and algorithms. Finally, the aspects of application and programming tools complete the volume. |
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Inhalt
Robust Time Series Estimation via Weighted Likelihood | 1 |
An Exchange Algorithm for Computing the Least Quartile Difference Estimator | 17 |
Selected Algorithms for Robust M and LRegression Estimators | 32 |
A Simple Test to Identify Good Solutions of Redescending M Estimating Equations for Regression | 50 |
Algorithms to Compute CM and SEstimates for Regression | 62 |
Quantile Models and Estimators for Data Analysis | 77 |
Estimation in the Generalized Poisson Model via Robust Testing | 88 |
A Comparison of Some New Measures of Skewness | 98 |
Robust Portfolio Optimization | 235 |
Bootstrap for Robust Analysis of Aviation Safety Data | 246 |
Optimal Weights of Evidence with Bounded Influence | 259 |
Robust Estimators for Estimating Discontinuous Functions | 266 |
Breakdown Point and Computation of Trimmed Likelihood Estimators in Generalized Linear Models | 277 |
Comparison of Three Methods for Robust Redundancy Analysis | 287 |
A Test for Normality Based on Robust Regression Residuals | 296 |
Comparison of a Finite M and MLtest on Fractional Cointegration | 307 |
Robust Inference Based on Quasilikelihoods for Generalized Linear Models and Longitudinal Data | 114 |
Robust Tools in SAS | 125 |
Robustness Issues Regarding Contentcorrected Tolerance Limits | 134 |
Breakdownpoint for Spatially and Temporally Correlated Observations | 148 |
On Marginal Estimation in a Semiparametric Model for Longitudinal Data with Timeindependent Covariates | 160 |
Robust PCA for Highdimensional Data | 169 |
Robustness Analysis in Forecasting of Time Series | 180 |
Liftzonoid and Multivariate Depths | 194 |
Asymptotic Distributions of Some Scale Estimators in Nonlinear Models | 203 |
Robust Nonparametric Regression and Modality | 218 |
Computing a High Depth Point in the Plane | 228 |
Robust Linear Discriminant Analysis and the Projection Pursuit Approach | 317 |
Small Sample Corrections for LTS and MCD | 330 |
Computation of the Multivariate Oja Median | 344 |
A Study on Tuning Constants | 360 |
Control Charts for the Median and Interquartile Range | 368 |
Unbiasedness in Least Quantile Regression | 377 |
Tests of Independence Based on Sign and Rank Covariances | 387 |
Java and Computing for Robust Statistics | 404 |
A Robust Hotelling Test | 417 |
Andere Ausgaben - Alle anzeigen
Developments in Robust Statistics: International Conference on Robust ... Rudolf Dutter,Peter Filzmoser,Ursula Gather,Peter J. Rousseeuw Eingeschränkte Leseprobe - 2012 |
Developments in Robust Statistics: International Conference on Robust ... Rudolf Dutter,Peter Filzmoser,Ursula Gather,Peter Rousseeuw Keine Leseprobe verfügbar - 2012 |
Developments in Robust Statistics: International Conference on Robust ... Rudolf Dutter,Peter Filzmoser,Ursula Gather,Peter J. Rousseeuw Keine Leseprobe verfügbar - 2002 |
Häufige Begriffe und Wortgruppen
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Bibliografische Informationen
| Titel | Developments in Robust Statistics: International Conference on Robust Statistics 2001 ; with 75 Tables |
| Herausgeber | Rudolf Dutter, Peter Filzmoser, Ursula Gather, Peter J. Rousseeuw |
| Ausgabe | illustriert |
| Verlag | Springer Science & Business Media, 2003 |
| ISBN | 3790815187, 9783790815184 |
| Länge | 431 Seiten |
| Zitat exportieren | BiBTeX EndNote RefMan |