Biplots based on principal surfaces

Principal surfaces are smooth two-dimensional surfaces that pass through the middle of a p-dimensional data set. They minimise the distance from the data points, and provide a nonlinear summary of the data. The surfaces are nonparametric and their shape is suggested by the data. The formation of a s...

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Bibliographic Details
Main Author: Ganey, Raeesa
Other Authors: Er, Sebnem
Format: Doctoral Thesis
Language:English
Published: Faculty of Science 2020
Subjects:
Online Access:https://hdl.handle.net/11427/31695