Pattern classification using principal components regression

In this paper we will classify patterns using an algorithm analogous to the k-means algorithm and the principal components regression (PCR). We will also present a financial application in which we apply PCR if the points represent the interests for accounts with different terms.

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Year of publication:	2008-01
Authors:	Ciuiu, Daniel
Institutions:	Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München
Subject:	Principal components regression \| pattern classification \| k-means

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Extent:	application/pdf
Series:	MPRA Paper.
Type of publication:	Book / Working Paper
Classification:	C51 - Model Construction and Estimation ; E51 - Money Supply; Credit; Money Multipliers ; C45 - Neural Networks and Related Topics
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005042702