DocumentCode
478477
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
Volume
6
fYear
2008
fDate
18-20 Oct. 2008
Firstpage
8
Lastpage
12
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location
Jinan
Print_ISBN
978-0-7695-3304-9
Type
conf
DOI
10.1109/ICNC.2008.280
Filename
4667793
Link To Document