نتایج جستجو برای: projection pursuit

تعداد نتایج: 80256  

2005
Peter Filzmoser Sven Serneels Christophe Croux Pierre J. Van Espen

Projection pursuit was originally introduced to identify structures in multivariate data clouds (Huber, 1985). The idea of projecting data to a lowdimensional subspace can also be applied to multivariate statistical methods. The robustness of the methods can be achieved by applying robust estimators to the lower-dimensional space. Robust estimation in high dimensions can thus be avoided which u...

Journal: :Communications in Statistics - Simulation and Computation 2011
Jacques Touboul

Consider a de ned density on a set of very large dimension. It is quite di cult to nd an estimate of this density from a data set. However, it is possible through a projection pursuit methodology to solve this problem. In his seminal article, Huber (see "Projection pursuit", Annals of Statistics, 1985) demonstrates the interest of his method in a very simple given case. He considers the factori...

Journal: :The Journal of the Institute of Image Information and Television Engineers 1997

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