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Field name	Details
Dewey Class	519.5
Title	Theory and Applications of Recent Robust Methods ([EBook] /) / edited by Mia Hubert, Greet Pison, Anja Struyf, Stefan Van Aelst.
Added Personal Name	Hubert, Mia editor.
	Pison, Greet editor.
	Struyf, Anja editor.
	Aelst, Stefan Van editor.
Other name(s)	SpringerLink (Online service)
Publication	Basel : : Birkhäuser Basel : : Imprint: Birkhäuser, , 2004.
Physical Details	XI, 400 p. : online resource.
Series	Statistics for Industry and Technology
ISBN	9783034879583
Contents note	Bias Behavior of the Minimum Volume Ellipsoid Estimate -- A Study of Belgian Inflation, Relative Prices and Nominal Rigidities using New Robust Measures of Skewness and Tail Weight -- Robust Strategies for Quantitative Investment Management -- An Adaptive Algorithm for Quantile Regression -- On Properties of Support Vector Machines for Pattern Recognition in Finite Samples -- Smoothed Local L-Estimation With an Application -- Fast Algorithms for Computing High Breakdown Covariance Matrices with Missing Data -- Generalized d-fullness Technique for Breakdown Point Study of the Trimmed Likelihood Estimator with Application -- On Robustness to Outliers of Parametric L2 Estimate Criterion in the Case of Bivariate Normal Mixtures: a Simulation Study -- Robust PCR and Robust PLSR: a Comparative Study -- Analytic Estimator Densities for Common Parameters under Misspecified Models -- Empirical Comparison of the Classification Performance of Robust Linear and Quadratic Discriminant Analysis -- Estimates of the Tail Index Based on Nonparametric Tests -- On Mardia’s Tests of Multinormality -- Robustness in Sequential Discrimination of Markov Chains under “Contamination” -- Robust Box-Cox Transformations for Simple Regression -- Consistency of the Least Weighted Squares Regression Estimator -- Algorithms for Robust Model Selection in Linear Regression -- Analyzing the Number of Samples Required for an Approximate Monte-Carlo LMS Line Estimator -- Visualizing 1D Regression -- Robust Redundancy Analysis by Alternating Regression -- Robust ML-estimation of the Transmitter Location -- A Family of Scale Estimators by Means of Trimming -- Robust Efficient Method of Moments Estimation -- Computational Geometry and Statistical Depth Measures -- Partial Mixture Estimation and Outlier Detection in Data and Regression -- Robust Fitting Using Mean Shift: Applications in Computer Vision -- Testing the Equality of Location Parameters for Skewed Distributions Using S1 with High Breakdown Robust Scale Estimators -- Rank Scores Tests of Multivariate Independence -- The Influence of a Stochastic Interest Rate on the n-fold Compound Option -- Robust Estimations for Multivariate Sinh-1-Normal Distribution -- A Robust Estimator of the Tail Index Based on an Exponential Regression Model -- Robust Processing of Mechanical Vibration Measurements -- Quadratic Mixed Integer Programming Models in Minimax Robust Regression Estimators.
System details note	Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site	http://dx.doi.org/10.1007/978-3-0348-7958-3
Links to Related Works	Subject References: Statistical Theory and Methods . Statistics . Statistics and Computing/Statistics Programs . Statistics for Business/Economics/Mathematical Finance/Insurance . Authors: Aelst, Stefan Van . Hubert, Mia . Pison, Greet . Struyf, Anja . Corporate Authors: SpringerLink (Online service) . Series: Statistics for Industry and Technology . Classification: 519.5 .

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Theory and Applications of Recent Robust Methods

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