Robustness and Complex Data Structures: Festschrift in Honour of Ursula Gather

Front Matter....Pages I-X
Front Matter....Pages 1-1
Multivariate Median....Pages 3-15
Depth Statistics....Pages 17-34
Multivariate Extremes: A Conditional Quantile Approach....Pages 35-48
High-Breakdown Estimators of Multivariate Location and Scatter....Pages 49-66
Upper and Lower Bounds for Breakdown Points....Pages 67-84
The Concept of α -Outliers in Structured Data Situations....Pages 85-101
Multivariate Outlier Identification Based on Robust Estimators of Location and Scatter....Pages 103-115
Robustness for Compositional Data....Pages 117-131
Front Matter....Pages 133-133
Least Squares Estimation in High Dimensional Sparse Heteroscedastic Models....Pages 135-147
Bayesian Smoothing, Shrinkage and Variable Selection in Hazard Regression....Pages 149-170
Robust Change Point Analysis....Pages 171-190
Robust Signal Extraction from Time Series in Real Time....Pages 191-206
Robustness in Time Series: Robust Frequency Domain Analysis....Pages 207-223
Robustness in Statistical Forecasting....Pages 225-242
Finding Outliers in Linear and Nonlinear Time Series....Pages 243-260
Front Matter....Pages 261-261
Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods....Pages 263-278
Some Machine Learning Approaches to the Analysis of Temporal Data....Pages 279-299
Correlation, Tail Dependence and Diversification....Pages 301-314
Evidence for Alternative Hypotheses....Pages 315-329
Concepts and a Case Study for a Flexible Class of Graphical Markov Models....Pages 331-350
Front Matter....Pages 261-261
Data Mining in Pharmacoepidemiological Databases....Pages 351-364
Meta-Analysis of Trials with Binary Outcomes....Pages 365-379