Title | Statistical Data Analysis Based on the L1-Norm and Related Methods [electronic resource] / edited by Yadolah Dodge |
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Imprint | Basel : Birkhรคuser Basel : Imprint: Birkhรคuser, 2002 |
Connect to | http://dx.doi.org/10.1007/978-3-0348-8201-9 |
Descript | XII, 456 p. online resource |
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 0โ1-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: Randiesโ Interdirections or Tylerโs 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 of Data 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 Sรฃo Paulo -- Contributors