Stock indices related to specific economic sectors play a major role in portfolio diversification. Notwithstanding its importance, the traditional sector classification shows several flaws and it may not be able to properly discriminate the risk-return profile of financial assets. We propose a latent class approach in order to correctly classify the stock companies into homogenous groups under risk-return profile and to obtain sector indices which are consistent with the standard portfolio theory. Our results allow to introduce a methodological dimension in the stocks classification and to improve the reliability of sector portfolio diversification.

Sector classification in stock markets: a latent class approach / M. Costa; L. De Angelis. - STAMPA. - (2011), pp. 229-236.

Sector classification in stock markets: a latent class approach

COSTA, MICHELE;DE ANGELIS, LUCA
2011

Abstract

Stock indices related to specific economic sectors play a major role in portfolio diversification. Notwithstanding its importance, the traditional sector classification shows several flaws and it may not be able to properly discriminate the risk-return profile of financial assets. We propose a latent class approach in order to correctly classify the stock companies into homogenous groups under risk-return profile and to obtain sector indices which are consistent with the standard portfolio theory. Our results allow to introduce a methodological dimension in the stocks classification and to improve the reliability of sector portfolio diversification.
2011
Classification and Multivariate Analysis for Complex Data Structures
229
236
Sector classification in stock markets: a latent class approach / M. Costa; L. De Angelis. - STAMPA. - (2011), pp. 229-236.
M. Costa; L. De Angelis
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/100029
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