Statistics for Industry and Technology

Statistical Data Analysis Based on the L1-Norm and Related Methods

Editors: Dodge, Yadolah (Ed.)

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  • ISBN 978-3-0348-8201-9
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About this book

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), the Rutgers University (Regina Liu and Yehuda Vardi) and the University of Neuchatel (Yadolah Dodge), the conference brought together experts whose research deals with theory and ap­ plications involving the L1-Norm. The conference included invited and contributed talks as well as a tutorial on Quantile Regression. This volume includes 36 refereed invited papers under seven headings. Part one deals with Quantiles in all their forms and shapes. It includes papers on quantile functions in non-parametric multivariate analysis, and empirical applications of quantile regression. Much of the development in this direction follows from the fundamental paper by Koenker and Bassett in 1978. Financial and Time Series A nalysis follows the section on quantiles. Part three concerns Estimation, Testing and Characterization. Part four, Deep in the Data, deals with issues related to data depth. Part five addresses Classification questions. The problem of Density Estimation and Image Processing is discussed in Part six, and finally Part seven presents two environmental applications. The contributions represent clear evidence of important research involving theo­ retical issues and applications associated with the L1-Norm. It is my hope that the articles contained in this volume and its predecessors, published in 1987, 1992, and 1997, will stimulate interest among researchers.

Table of contents (36 chapters)

  • Quantile Functions and Spread for Multivariate Distributions

    Avérous, Jean

    Pages 3-14

  • A New Definition of Multivariate M-quantiles

    Kokic, Philip (et al.)

    Pages 15-24

  • A Depth Function and a Scale Curve Based on Spatial Quantiles

    Serfling, Robert

    Pages 25-38

  • Sample Quantiles for Locally Dependent Processes

    Ruymgaart, Frits

    Pages 39-46

  • What are the Limiting Distributions of Quantile Estimators?

    Knight, Keith

    Pages 47-65

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-0348-8201-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-0348-9472-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Statistical Data Analysis Based on the L1-Norm and Related Methods
Editors
  • Yadolah Dodge
Series Title
Statistics for Industry and Technology
Copyright
2002
Publisher
Birkhäuser Basel
Copyright Holder
Springer Basel AG
eBook ISBN
978-3-0348-8201-9
DOI
10.1007/978-3-0348-8201-9
Softcover ISBN
978-3-0348-9472-2
Series ISSN
2364-6241
Edition Number
1
Number of Pages
XII, 456
Topics