Portfolio optimization using classification and functional data analysis techniques

Economic Computation and Economic Cybernetics Studies and Research

Volumn 44, Issue 3, 2010, Pages 93-107

  Stefanescu, Viorica ^a   Serban, Florentin ^a   Busu, Mihail ^b   Ferrara, Massimiliano ^c  

^a Faculty of International Business and Economics   (Romania)

^b SPIRU HARET UNIVERSITY   (Romania)

^c UNIVERSITY MEDITERRANEA OF REGGIO CALABRIA   (Italy)

Author keywords

Algorithm; Classification; Portfolio management; Software

Indexed keywords

EID: 79955544175     PISSN: 0424267X     EISSN: 18423264     Source Type: Journal    
DOI: None     Document Type: Article

References (28)

1. Armeanu, D., Lache, L. (2009), The NPV Criterion for Valuing Investments under Uncertainty. Economic Computation and Economic Cybernetics Studies and Research, 4, 43, pp. 143-156; ASE Publishing House, Bucharest;
2. Birge, J.R. (2008), Optimization Methods in Dynamic Portfolio Management. Handbooks in OR & MS, J.R. Birge and V. Linetsky (Eds.), 15, 845-866;
3. Blog, B., Van Der Hoek, G., Rinnooy, A.H.G., Timmer, G.T. (1983), The Optimal Selection of Small Portfolios. Management Science, 29(7), 792-798;
4. Brida, J. G., Risso, W. (2007), Dynamics and Structure of the Main Italian Companies, SSRN: http://ssrn.com/:
5. Brida, J. G., Risso, W. (2007), Hierarchical Structure of the German Stock Market SSRN: http://ssrn.com/:
6. Brida, J. G., Risso, W. (2007), Dynamics and Structure of the 30 Largest North American Companies, SSRN: http://ssrn.com/:
7. Dosescu, T.C., Raischi, C. (2008), 'The Econometric Model of a Random System that Generates Time Series Data', Economic Computation and Economic Cybernetics Studies and Research, 3-4, 42, pp. 85-96;
8. Dosescu, T.C., Raischi, C. (2009), The Econometric Modeling of a System of Three Random Variables with the β-Dependence. Economic Computation and Economic Cybernetics Studies and Research, 4, 43, pp. 105-120;
9. Fulga, C, Dedu, S., Serban, F. (2009), Portfolio Optimization with Prior Stock Selection. Economic Computation and Economic Cybernetics Studies and Research, 4, 43, pp. 157-172;
10. Johnson, S.C., Hierarchical Clustering Schemes, Preprint;
11. Jardine, N., Sibson, R. (1968), The Construction of Hierarchic Classifications. Computer Journal, 11, 177-184;
12. Mantegna, R.N. (1999), Hierarchical Structure in Financial Market;, The European Physical Journal B, Vol. 11, 193-197;
13. Ortega, G., Matesanz, D. (2005), Cross-country Hierarchical Structure and Currency Crises. International Journal of Modern Physics C, Vol. 17, Issue 03, 333-341;
14. Kaski, K., Onnela, J.P., Chakraborti, A. (2003), Dynamics of Market Correlations: Taxonomy and Portfolio Analysis. Physical Review E, Vol. 68, 056110;
15. Mizuno, T., Takayasu, H., Takayasu, M. (2006), Correlation Networks among Currencies, Physica A, Vol. 364, 336-342.
16. Bonanno, G., Lillo, F., Mantegna, R.N., 2001b. Level of complexity in Financial Markets. Physica A, Vol. 299, 16-27;
17. Bonanno, G., Calderelli, G., Lillo, F., Micciché, S., Vandewalle, NL, Mantegna, RN. (2004), Networks of Equities in Financial Markets; The European Physical Journal B. Vol. 38, 363-371.
18. Stefǎnescu, M.V, Ferrara, M., Dedu, S. (2008), Algorithms for Hierarchical Classification with Applications in Portfolio Management. Economic Computation and Economic Cybernetics Studies and Research, 3-4, 42, 109-122;
19. Saporta, G. (2006), Probabilités, Analyse des Donées et Statistique. Editions Techip, Paris;
20. Saporta, G., Stefanescu, M.V. (1996), Analiza datelor şi informaticǎ, Economicǎ Publishing House, Bucharest;
21. Stefanescu M.V. (1985), Fundamental Algorithms for Hierarchical Classification; Economic Computation and Economic Cybernetics Studies and Research, 20, 55-60, 37-48;
22. Stefanescu, M.V. (1984), The Scatter Function and Hierarchical Classification; Proceedings of the Fifth Symposium "Cybernetic Modelling of Production Processes", 336-340;
23. Ştefanescu, M.V. (1984), Mathematical Basis of Total Hierarchical Clustering. Economic Computation and Economic Cybernetics Studies and Research, 19, 55-60;
24. www.bvb.ro
25. www.primet.ro
26. www.kmarket.ro
27. www.infobursier.ro
28. www.ktd.ro