Statistical Data Analysis Based on the L1-Norm and Related Methods
This volume contains a selection of invited papers, presented to the fourth In Statistical Analysis Based on the L1-Norm and Related ternational Conference on Methods, held in Neuchatel, Switzerland, from August 4-9, 2002. Organized jointly by the University of Illinois at Chicago (Gib Bassett), th...
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| Format: | eBook |
| Language: | English |
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Basel
Birkhäuser
2002, 2002
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| Edition: | 1st ed. 2002 |
| Series: | Statistics for Industry and Technology
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- Quantile Functions and Spread for Multivariate Distributions
- A New Definition of Multivariate M-quantiles
- A Depth Function and a Scale Curve Based on Spatial Quantiles
- Sample Quantiles for Locally Dependent Processes
- What are the Limiting Distributions of Quantile Estimators?
- New Selection Indices for University Admissions: A Quantile Approach
- Exploring Transition Data Through Quantile Regression Methods: An Application to U.S. Unemployment Duration
- How to be Pessimistic: Choquet Risk and Portfolio Optimization
- Expected Shortfall and Beyond
- Credit Scoring Using Binary Quantile Regression
- Prediction of 0–1-Events for Short- and Long-memory Time Series
- Nonparametric Quantile Regression with Applications to Financial Time Series
- An Algorithm for Optimal Bandwidth Selection for Smooth Nonparametric Quantile Estimation
- Orthogonal L1-norm Estimation
- L1-Derivatives, Score Functions and Tests
- Optimal Bias Robust M-estimates of Regression
- Robust Bootstrap for S-estimators of Multivariate Regression
- M-tests for Detection of Structural Changes in Regression
- Change Point Detection Based on Empirical Quantiles
- A Class of Probability Metrics and its Statistical Applications
- Whose Hare and Whose Tortoise
- Sign and Rank Covariance Matrices: Statistical Properties and Application to Principal Components Analysis
- Multivariate Signed Ranks: Randies’ Interdirections or Tyler’s Angles?
- L1-Depth, Depth Relative to a Model, and Robust Regression
- Perturbation Properties of Depth Regions
- Multivariate Trimmed Means Based on Data Depth
- Graphs, L1-Metrics and Clustering
- Classification Based on the Support Vector Machine and on Regression Depth
- A Robust Clustering Method and Visualization Tool Based On Data Depth
- The Median Extension ofData Analysis Metric Structures
- Text Classification for Mining Massive Aviation Inspection Reports
- A Comparison Between L1 Markov Random Field-Based and Wavelet-Based Estimators
- Elastic and Plastic Splines: Some Experimental Comparisons
- On the Bitplane Compression of Microarray Images
- Overdispersed Regression Models for Air Pollution and Human Health
- Atmospheric Pollution and Mortality in São Paulo
- Contributors