The aim of this paper is to obtain discrete-valued weights of the variables by constraining them to Hausman weights ( –1, 0, 1) in principal component analysis. And this is done in two steps: First, we start with the centroid method, which produces the most restricted optimal weights –1 and 1; then extend the weights to –1,0 or 1.

Hausman Principal Conmponent Analysis

SIMONETTI B.
2006-01-01

Abstract

The aim of this paper is to obtain discrete-valued weights of the variables by constraining them to Hausman weights ( –1, 0, 1) in principal component analysis. And this is done in two steps: First, we start with the centroid method, which produces the most restricted optimal weights –1 and 1; then extend the weights to –1,0 or 1.
2006
3-540-31313-3
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.12070/7145
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