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Robust Statistics

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John Wiley & Sons, 2004 - Mathematics - 308 pages
The first systematic, book-length treatment of the subject. Begins with a general introduction and the formal mathematical background behind qualitative and quantitative robustness. Stresses concepts. Provides selected numerical algorithms for computing robust estimates, as well as convergence proofs. Tables contain quantitative robustness information for a variety of estimates.
  

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Contents

GENERALITIES
1
THE WEAK TOPOLOGY AND ITS METRIZATION
20
THE BASIC TYPES OF ESTIMATES
43
ASYMPTOTIC MINIMAX THEORY FOR ESTIMATING
73
SCALE ESTIMATES
107
MULTIPARAMETER PROBLEMS IN PARTICULAR
127
AfEstimates with Preliminary Estimates of Scale
140
REGRESSION
153
ROBUSTNESS OF DESIGN
243
EXACT FINITE SAMPLE RESULTS
253
Capacities
275
MISCELLANEOUS TOPICS
286
REFERENCES
294
INDEX
301
Copyright

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References from web pages

Robust statistics - Wikipedia, the free encyclopedia
Robust Statistics - The Approach Based on Influence Functions, Frank R. Hampel, Elvezio M. Ronchetti, Peter J. Rousseeuw and Werner A. Stahel, Wiley, ...
en.wikipedia.org/ wiki/ Robust_statistics

References on Robust Statistics
Hampel, fr, Ronchetti, em, Rousseeuw, pj and Stahel, wa (1986), Robust Statistics: The Approach based on Influence Functions (John Wiley, New York). ...
www.stat.unipd.it/ ~claudio/ ref_rob.html

JSTOR: Robust Statistics: The Approach Based on Influence Functions
Robust Statistics: The Approach Based on Influence Functions, by fr Hampel, em Ronchetti, pj Rousseeuw, and wa Stahel, New York: John Wiley, 1986, ...
links.jstor.org/ sici?sici=0040-1706(198705)29%3A2%3C240%3ARSTABO%3E2.0.CO%3B2-N

robust statistics: Information and Much More from Answers.com
Robust Statistics - The Approach Based on Influence Functions, Frank R. Hampel, Elvezio M. Ronchetti, Peter J. Rousseeuw and Werner A. Stahel, Wiley, ...
www.answers.com/ topic/ robust-statistics

Robust statistics: A brief introduction and overview
Robust statistics: A brief introduction and. overview. by. Frank Hampel. E-Mail: hampel@stat.math.ethz.ch. Research Report No. 94. March 2001 ...
e-collection.ethbib.ethz.ch/ show?type=incoll& nr=105& part=text

"Robust Statistics for Multivariate Methods". In: Encyclopedia of ...
M. ARIA. -P. IA. V. ICTORIA. -F. ESER. Volume 4, pp. 1764–1768. in. Encyclopedia of Statistics in Behavioral Science. ISBN-13: 978-0-470-86080-9 ...
doi.wiley.com/ 10.1002/ 0470013192.bsa572

CANSPACE Archives -- December 2000 (#5)
Previous message · Next message Previous in topic Next in topic Previous by same author · Next by same author · Previous page (December 2000) · Back to main ...
listserv.unb.ca/ cgi-bin/ wa?A2=ind0012& L=canspace& P=449

A robust statistics based adaptive lattice-ladder filter in ...
ISCAS. 2000. -. IEEE. International Symposium on Circuits and Systems, May. 28-31,. 2000, Geneva, Switzerland. A Robust Statistics Based Adaptive ...
ieeexplore.ieee.org/ iel5/ 6910/ 18588/ 00856116.pdf?arnumber=856116

user! 2008: Introduction to Robust Statistics with R
Hampel fr, Ronchetti em, Rousseeuw pj, and Stahel wa (1986). Robust Statistics: The Approach Based on Influence Functions, Wiley, New York (paperback 2005).
www.statistik.uni-dortmund.de/ useR-2008/ tutorials/ maechler.html

A Brief Overview of Robust Statistics
Robust Statistics the Approach Based on Influence Functions. John Wiley & Sons, New York, 1986. Hub81: pj Huber. Robust Statistics. ...
louisville.edu/ ~o0nasr01/ Websites/ tutorials/ RobustStatistics/ RobustStatistics.html

About the author (2004)

Peter J. Huber was formerly a Professor of Statistics at Harvard University and ETH Zurich. Dr. Huber received his Ph.D. in Mathematics from ETH Zurich in 1961.