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 :
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