Robustness and Complex Data Structures

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Multivariate Median
3. Altmetric Badge
   Chapter 2 Depth Statistics
4. Altmetric Badge
   Chapter 3 Multivariate Extremes: A Conditional Quantile Approach
5. Altmetric Badge
   Chapter 4 High-Breakdown Estimators of Multivariate Location and Scatter
6. Altmetric Badge
   Chapter 5 Upper and Lower Bounds for Breakdown Points
7. Altmetric Badge
   Chapter 6 The Concept of α -Outliers in Structured Data Situations
8. Altmetric Badge
   Chapter 7 Multivariate Outlier Identification Based on Robust Estimators of Location and Scatter
9. Altmetric Badge
   Chapter 8 Robustness for Compositional Data
10. Altmetric Badge
    Chapter 9 Least Squares Estimation in High Dimensional Sparse Heteroscedastic Models
11. Altmetric Badge
    Chapter 10 Bayesian Smoothing, Shrinkage and Variable Selection in Hazard Regression
12. Altmetric Badge
    Chapter 11 Robust Change Point Analysis
13. Altmetric Badge
    Chapter 12 Robust Signal Extraction from Time Series in Real Time
14. Altmetric Badge
    Chapter 13 Robustness in Time Series: Robust Frequency Domain Analysis
15. Altmetric Badge
    Chapter 14 Robustness in Statistical Forecasting
16. Altmetric Badge
    Chapter 15 Finding Outliers in Linear and Nonlinear Time Series
17. Altmetric Badge
    Chapter 16 Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods
18. Altmetric Badge
    Chapter 17 Some Machine Learning Approaches to the Analysis of Temporal Data
19. Altmetric Badge
    Chapter 18 Correlation, Tail Dependence and Diversification
20. Altmetric Badge
    Chapter 19 Evidence for Alternative Hypotheses
21. Altmetric Badge
    Chapter 20 Robustness and Complex Data Structures
22. Altmetric Badge
    Chapter 21 Data Mining in Pharmacoepidemiological Databases
23. Altmetric Badge
    Chapter 22 Meta-Analysis of Trials with Binary Outcomes