Robust statistics - Wikipedia, the free encyclopedia
Robust statistics provides an alternative approach to classical statistical methods. The motivation is to produce estimators that are not unduly affected by small departures from model assumptions. R...
en.wikipedia.org/wiki/Robust_statistics
Amazon.com: Robust Statistics (Wiley Series in Probability and Statistics) (9780471418054): Peter J. Huber: Books.
www.amazon.com/Robust-Statistics-Wiley-Probability/dp/0... www.amazon.com/Robust-Statistics-Wiley-Probability/dp/0471418056
Amazon.com: Robust Statistics: Theory and Methods (Wiley Series in Probability and Statistics) (9780470010921): Ricardo A. Maronna, Douglas R. Martin, ...
www.amazon.com/Robust-Statistics-Theory-Methods-Probabi... www.amazon.com/Robust-Statistics-Theory-Methods-Probability/dp/0470010924
Robust.dvi (PDF File)
M.Sc. in Applied Statistics MT2004; Robust Statistics c ; 1992–2004 B. D. Ripley1; The classical books on this subject are Hampel et al. (1986); Huber (1981), with somewhat simpler (but partial) introductions by Rousseeuw & Leroy (1987);
www.stats.ox.ac.uk/pub/StatMeth/Robust.pdf www.stats.ox.ac.uk/pub/StatMeth/Robust.pdf
Course notes for robust statistics including robust regression, multivariate location and dispersion, and semiparametric 1D regression models. This manuscript is unfinished. Revisions are ongoing. The .PDF version below is as of June 2008.
www.math.siu.edu/olive/ol-bookp.htm
Robust Statistics deals with a very real problem in statistical applications: the effect of violations to the model used to analyze the data. The last 40 years have seen tremendous advancements in the theory of Robust Statistics, but unfortunately many of these procedures are not widely used in practice yet.
www.statistik.tuwien.ac.at/rsr/
Statistical Procedures and Robust Statistics (2002) (Make Corrections) ; P. L. DaviesECCV (3); Bookmark in CiteULike; Home/Search Context Related; ... 510 Robust Statistics (context) - Huber - 1981; 198 Wavelet shrinkage: asymptopia - Donoho, Johnstone et al. - 1995; 132 Least median of squares regression...
citeseer.ist.psu.edu/davies02statistical.html citeseer.ist.psu.edu/davies02statistical.html
MSRI Streaming Video Series ; David Eppstein - Computational Geometry and Robust Statistics ; A PDF version of the lecture notes is available here. ... A PDF version of the lecture notes is available here.
www.msri.org/publications/ln/msri/2003/introdcgeom/epps... www.msri.org/publications/ln/msri/2003/introdcgeom/eppstein/1/index.html
Aims, Scope, Topics ... Call for Papers ... Invited Speakers, Participants and Abstracts...
www.stat.jyu.fi/icors2005/
Applied statistics are widely used in pattern recognition and other computing applications to find the most likely value of a parameter. The use of classical empirical statistics is based upon assumption about normality of underlying density distribution of data. ... TI - Rough Histograms for Robust Statistics; SN - 0-7695...
csdl.computer.org/comp/proceedings/icpr/2000/0750/02/07... csdl.computer.org/comp/proceedings/icpr/2000/0750/02/07502684abs.htm
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