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Projection Pursuit

The Annals of Statistics · 1985 · Vol. 13(2)

Abstract

Projection pursuit is concerned with "interesting" projections of high dimensional data sets, with finding such projections by machine, and with using them for nonparametric fitting and other data-analytic purposes. This survey attempts to put the fascinating problems and ramifications of projection pursuit--which range from principal components, multidimensional scaling, factor analysis, nonparametric regression, density estimation and deconvolution of time series to computer tomography and problems in pure mathematics--into a coherent perspective

Advanced Measurement and Metrology TechniquesNeural Networks and ApplicationsProjection pursuitMathematicsNonparametric statisticsProjection (relational algebra)DeconvolutionRange (aeronautics)Multidimensional scalingPerspective (graphical)Principal component analysisSeries (stratigraphy)
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