Title :
Analysis of correlation between CROBEX index value change, investment fund type, investment portfolio and investment funds share value change using data mining techniques
Author_Institution :
Initium Futuri Ltd., Zagreb, Croatia
Abstract :
This paper examines a correlation between Croatian equity index CROBEX´s value change and Croatian open investment funds share price change by applying data mining techniques. Apart from the type of the fund, in consideration is taken the fact how much funds invest in Croatian equities that is the equities which rate on Zagreb Stock Exchange. While working, the problem was observed in two aspects, the analytical models were made on continual and discrete values. The problem was elaborated with few data mining methods and in few software toolkits, and in the end the synthesis of the obtained results was made.
Keywords :
data mining; investment; CROBEX index value change; data mining; investment fund type; investment funds share value change; investment portfolio; open investment funds; Artificial neural networks; Correlation; Data mining; Decision trees; Indexes; Investments; Share prices; Bayesian networks; Business intelligence; CROBEX; decision trees; investment funds; neural networks; temporal data mining;
Conference_Titel :
Information Technology Interfaces (ITI), Proceedings of the ITI 2011 33rd International Conference on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-61284-897-6
Electronic_ISBN :
1330-1012