Robustness and Complex Data Structures
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Published By Springer Berlin Heidelberg

9783642354939, 9783642354946

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Robustness for Compositional Data

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_8 ◽

2013 ◽

pp. 117-131 ◽

Author(s):

Peter Filzmoser ◽

Karel Hron

Keyword(s):

Compositional Data

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The Concept of α-Outliers in Structured Data Situations

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_6 ◽

2013 ◽

pp. 85-101 ◽

Author(s):

Sonja Kuhnt ◽

André Rehage

Keyword(s):

Structured Data

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Upper and Lower Bounds for Breakdown Points

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_5 ◽

2013 ◽

pp. 67-84

Author(s):

Christine H. Müller

Keyword(s):

Lower Bounds ◽

Upper And Lower Bounds ◽

Breakdown Points

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Robustness in Time Series: Robust Frequency Domain Analysis

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_13 ◽

2013 ◽

pp. 207-223 ◽

Author(s):

Bernhard Spangl ◽

Rudolf Dutter

Keyword(s):

Time Series ◽

Frequency Domain ◽

Domain Analysis ◽

Frequency Domain Analysis

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Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_16 ◽

2013 ◽

pp. 263-278 ◽

Author(s):

Andreas Christmann ◽

Matías Salibián-Barrera ◽

Stefan Van Aelst

Keyword(s):

Qualitative Robustness

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Multivariate Median

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_1 ◽

2013 ◽

pp. 3-15 ◽

Author(s):

Hannu Oja

Keyword(s):

Multivariate Median

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Some Machine Learning Approaches to the Analysis of Temporal Data

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_17 ◽

2013 ◽

pp. 279-299

Author(s):

Katharina Morik

Keyword(s):

Machine Learning ◽

Learning Approaches ◽

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Data Mining in Pharmacoepidemiological Databases

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_21 ◽

2013 ◽

pp. 351-364

Author(s):

Marc Suling ◽

Robert Weber ◽

Iris Pigeot

Keyword(s):

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Correlation, Tail Dependence and Diversification

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_18 ◽

2013 ◽

pp. 301-314 ◽

Author(s):

Dietmar Pfeifer

Keyword(s):

Tail Dependence

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Bayesian Smoothing, Shrinkage and Variable Selection in Hazard Regression

Robustness and Complex Data Structures ◽

10.1007/978-3-642-35494-6_10 ◽

2013 ◽

pp. 149-170 ◽

Author(s):

Susanne Konrath ◽

Ludwig Fahrmeir ◽

Thomas Kneib

Keyword(s):

Variable Selection ◽

Hazard Regression ◽

Bayesian Smoothing

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