An exploration of the robustness of traditional regression analysis versus analysis using backpropagation networks

Research linking neural networks and statistics has been at two ends of a spectrum: either highly theoretical or application specific. This research attempts to bridge the gap on the spectrum by exploring the robustness of regression analysis and backpropagation networks in conducting data analysis....

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Bibliographic Details
Main Author: Markham, Ina Samanta
Other Authors: Management Science
Format: Others
Language:en
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/38395
http://scholar.lib.vt.edu/theses/available/etd-06062008-170305/