Methods for estimation of intrinsic dimensionality

Dimension reduction is an important tool used to describe the structure of complex data (explicitly or implicitly) through a small but sufficient number of variables, and thereby make data analysis more efficient. It is also useful for visualization purposes. Dimension reduction helps statisticians...

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Bibliographic Details
Main Author: Kalantan, Zakiah Ibrahim
Published: Durham University 2014
Subjects:
510
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.590603