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Diogo Bezerra, Fernando Campello de Souza


Dirichlet Model Versus Expert Knowledge

Abstract

Decision theory is used to choose a portfolio. Elicitation methods was used based on the utility function and from expert opinion thus, enabling the creation of a utility function for the investor and another for the a priori distribution on economic indicators. The model chosen for an investment portfolio was formulated based on decision theory, incorporating aspects of systematic and unsystematic risk. The model was developed so as to structure an effcient way to understand the application of decision theory in the financial market as well as the application of the Imprecise Dirichlet Model-IDM. The IDM allows the use of imprecise probability. Finally, the IDM was compared to the Markowitz method and also, to the decision model, using only expert opinion, considering an allocation over time to verify which of the three models was the best one. The final conclusion is that expert opinion should not be neglected in her compiling a portfolio.

Keywords

Linear Programming, Elicitation, Portfolio Selection, Financial


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Authors’ addresses

Diogo Bezerra
Núcleo de Gestão - CAA,
Universidade Federal de Pernambuco
Caruaru - PE,

Fernando Campello de Souza
Rua Neto de Mendonca, 121, Apto. 2301, Tamarineira
52050-100 Recife, Pernambuco
Brasil

E-mail addresses

Diogo Bezerra  dicbezerra@hotmail.com
Fernando Campello de Souza  fmcs@hotlink.com.br

Send any remarks to isipta11@uibk.ac.at.