DocumentCode
495129
Title
Panel Data Clustering and Its Application to Discount Rate of B Stock in China
Author
Zheng, Tao ; Zhu, Donghua ; Wang, Xuefeng ; Yu, Bo
Author_Institution
Sch. of Manage. & Econ., Beijing Inst. of Technol., Beijing, China
Volume
1
fYear
2009
fDate
21-22 May 2009
Firstpage
163
Lastpage
166
Abstract
Panel data is a two-dimensional data included time and the cross section. Through constructing a panel data matrix, the clustering method is applied to panel data analysis. This method solves the heterogeneity question of dependent variable which belongs to panel data, before on their statistical analysis. In the part of case analysis, the question about discount rate of B stock in China is studied by using panel data clustering method. We find that conducting every independent variable clustering and comparing the result with dependent clustering result contribute to estimate and test the regression model parameter.
Keywords
pattern clustering; regression analysis; statistical testing; stock markets; time series; B stock; China; cross section data; dependent variable clustering; discount rate; independent variable clustering; panel data analysis; panel data clustering; panel data matrix; regression model; statistical analysis; statistical testing; time series; Algorithm design and analysis; Astronomy; Clustering methods; Data analysis; Econometrics; Equations; Statistical analysis; Technology management; Testing; Transforms; clustering; discount rate of B stock; panel data;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Computing Science, 2009. ICIC '09. Second International Conference on
Conference_Location
Manchester
Print_ISBN
978-0-7695-3634-7
Type
conf
DOI
10.1109/ICIC.2009.48
Filename
5169565
Link To Document