The Resource Developments in Robust Statistics : International Conference on Robust Statistics 2001, edited by Rudolf Dutter, Peter Filzmoser, Ursula Gather, Peter J. Rousseeuw, (electronic resource)

Developments in Robust Statistics : International Conference on Robust Statistics 2001, edited by Rudolf Dutter, Peter Filzmoser, Ursula Gather, Peter J. Rousseeuw, (electronic resource)

Label
Developments in Robust Statistics : International Conference on Robust Statistics 2001
Title
Developments in Robust Statistics
Title remainder
International Conference on Robust Statistics 2001
Statement of responsibility
edited by Rudolf Dutter, Peter Filzmoser, Ursula Gather, Peter J. Rousseeuw
Creator
Contributor
Subject
Genre
Language
eng
Summary
Aspects of Robust Statistics are important in many areas. Based on the International Conference on Robust Statistics 2001 (ICORS 2001) in Vorau, Austria, this volume discusses future directions of the discipline, bringing together leading scientists, experienced researchers and practitioners, as well as younger researchers. The papers cover a multitude of different aspects of Robust Statistics. For instance, the fundamental problem of data summary (weights of evidence) is considered and its robustness properties are studied. Further theoretical subjects include e.g.: robust methods for skewness, time series, longitudinal data, multivariate methods, and tests. Some papers deal with computational aspects and algorithms. Finally, the aspects of application and programming tools complete the volume
Cataloging source
I9W
http://library.link/vocab/creatorName
Dutter, R.
Dewey number
519.5
Illustrations
illustrations
Index
no index present
LC call number
QA276-280
Literary form
non fiction
Nature of contents
encyclopedias
http://library.link/vocab/relatedWorkOrContributorName
  • Filzmoser, Peter
  • Gather, Ursula
  • Rousseeuw, Peter J
http://library.link/vocab/subjectName
  • Statistics
  • Computer science
  • Distribution (Probability theory)
  • Mathematical statistics
  • Econometrics
  • Computer science
  • Distribution (Probability theory)
  • Econometrics
  • Mathematical statistics
  • Statistics
Label
Developments in Robust Statistics : International Conference on Robust Statistics 2001, edited by Rudolf Dutter, Peter Filzmoser, Ursula Gather, Peter J. Rousseeuw, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-642-57338-5
Instantiates
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
From the contents: The papers in this book consider the following subjects of robust statistics: Weights of Evidence -- Scale -- Skewness -- Content-corrected tolerance limits -- Quantile regression -- Generalized linear models -- Linear structural relation model -- Nonparametric regression -- Time series -- Longitudinal data -- Finance -- Space/time -- Multivariate methods -- Tests -- Computational aspects and algorithms -- Applications -- Programming tools. The complete table of contents can be found on the Internet: http://www.springer.de
Dimensions
unknown
Extent
1 online resource (XVI, 431 pages 85 illustrations)
Form of item
online
Isbn
9783642573385
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-642-57338-5
Specific material designation
remote
System control number
  • (OCoLC)840292390
  • (OCoLC)ocn840292390
Label
Developments in Robust Statistics : International Conference on Robust Statistics 2001, edited by Rudolf Dutter, Peter Filzmoser, Ursula Gather, Peter J. Rousseeuw, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-642-57338-5
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
From the contents: The papers in this book consider the following subjects of robust statistics: Weights of Evidence -- Scale -- Skewness -- Content-corrected tolerance limits -- Quantile regression -- Generalized linear models -- Linear structural relation model -- Nonparametric regression -- Time series -- Longitudinal data -- Finance -- Space/time -- Multivariate methods -- Tests -- Computational aspects and algorithms -- Applications -- Programming tools. The complete table of contents can be found on the Internet: http://www.springer.de
Dimensions
unknown
Extent
1 online resource (XVI, 431 pages 85 illustrations)
Form of item
online
Isbn
9783642573385
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-642-57338-5
Specific material designation
remote
System control number
  • (OCoLC)840292390
  • (OCoLC)ocn840292390

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