Title :
A Heterogeneous Behavioral Decision Model According to Binary Classification
Author :
Zhang, Da-yong ; Song, Hong-wei
Author_Institution :
Postdoctoral Res. Station of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin
Abstract :
The paper separates the investors in stock market into informed traders and uninformed traders according to the characteristic of the investor heterogeneity, which denies the classical capital market theories´ assumption that investors are homogenous. Firstly, the assumption is made that two kinds of investors have respective forms of behavioral decision models which the irrational expectation and the irrational risk aversion are leaded into. Secondly, the difference of reaction strength and behavioral pattern is tested between the two kinds of investors by Event Study Methodology. Finally, verify the rationality of binary classification in behavioral decision model. It has been found through empirical research on Chinapsilas capital market that a body of evidence with systematic patterns can not be easily explained with rational asset pricing models.
Keywords :
investment; pricing; stock markets; binary classification; event study methodology; heterogeneous behavioral decision model; investor heterogeneity; rational asset pricing models; stock market; Computer science; Conference management; Decision making; Fluctuations; Information analysis; Paper technology; Pricing; Stock markets; Technology management; Testing; Event Study Methodology; behavioral decision model; binary classification; heterogeneity;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.280