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Some Evidences of Power- Law Distribution in Indian Capital Market DEBASIS BAGCHI BENGAL ENGINEERING AND SCIENCE UNIVERSITY, SHIBPUR.

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Presentation on theme: "Some Evidences of Power- Law Distribution in Indian Capital Market DEBASIS BAGCHI BENGAL ENGINEERING AND SCIENCE UNIVERSITY, SHIBPUR."— Presentation transcript:

1 Some Evidences of Power- Law Distribution in Indian Capital Market DEBASIS BAGCHI BENGAL ENGINEERING AND SCIENCE UNIVERSITY, SHIBPUR

2 PURPOSE TO EXAMINE : 1. Whether a power-law distribution emerges at high market capitalization of the firms and how the distribution behaves for the firms with relatively lower market capitalization.

3 PURPOSE (contd..) 2. How exponent of power-law distribution behaves across different levels of firms’ performance in the capital market over time.

4 MODEL Pareto Distribution can be expressed as : x n = C. n - 1/γ where x n is the wealth of the n th ranked individual, C is a constant while  is the exponent.

5 MODEL

6 DATA ET 500 Database for highest market capitalization of the top 500 companies, listed in The National Stock Exchange of India, are used for the investigation.

7 REGRESSION RESULTS

8 Regression line for top 10% firms in 2004

9 Regression line for top 10% firms of August 2003

10 Value of Power –law Exponent at High Wealth Level

11 VALUE OF EXPONENT (  ) FOR FIRMS’ RANKED BETWEEN VARIOUS LEVELS OF MARKET CAPITALIZATION

12 VALUE OF  FOR POSITIVE & NEGATIVE GROWTH FIRM (DYNAMIC STATE)

13 DISCUSSION

14 DISCUSSION ( Contd…)

15

16 CONCLUSION

17 CONCLUSION (Contd..)

18 THANK YOU


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