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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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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.
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PURPOSE (contd..) 2. How exponent of power-law distribution behaves across different levels of firms’ performance in the capital market over time.
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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.
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MODEL
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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.
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REGRESSION RESULTS
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Regression line for top 10% firms in 2004
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Regression line for top 10% firms of August 2003
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Value of Power –law Exponent at High Wealth Level
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VALUE OF EXPONENT ( ) FOR FIRMS’ RANKED BETWEEN VARIOUS LEVELS OF MARKET CAPITALIZATION
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VALUE OF FOR POSITIVE & NEGATIVE GROWTH FIRM (DYNAMIC STATE)
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DISCUSSION
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DISCUSSION ( Contd…)
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CONCLUSION
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CONCLUSION (Contd..)
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THANK YOU
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