beta by hao sun. jpm: realized beta jpm: bi-power beta

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Beta By Hao Sun

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JPM: Bi-Power Beta

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Page 1: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

BetaBy Hao Sun

Page 2: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM: Realized Beta

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-1

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Page 3: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM: Bi-Power Beta

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-1

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Page 4: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM Beta: Relative Contribution of Jumps

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-25

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π‘€π‘’π‘Žπ‘›=0.0684

Page 5: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

Price Jump: Merger

Oct 10, 2000 Oct 13, 2000 Oct 17, 2000 Oct 20, 2000 Oct 24, 200031

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Page 6: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

Realized vs. Bi-power Beta

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6Different Covariance Measures

Realized Beta

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Bet

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Page 7: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM: Realized Beta

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-1

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Page 8: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM: Bi-Power Beta

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-1

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Page 9: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM Beta: Relative Contribution of Jumps

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-20

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π‘€π‘’π‘Žπ‘›=0.0606

Page 10: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

Realized vs. Bi-Power Beta

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1.4Different Covariance Measures - JPM

Realized Beta

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Page 11: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM&SPFU: Realized Covariance (w/o 0’s)

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-2000

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π‘€π‘’π‘Žπ‘›=1.3007Γ—252=327.78326.74

Page 12: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM&SPFU: Bi-Power Covariance (w/o 0’s)

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-2000

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π‘€π‘’π‘Žπ‘›=1.2711Γ—252=320.32319.31

Page 13: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

Relative Contribution of Jumps

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-25

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π‘€π‘’π‘Žπ‘›=0.0122

Page 14: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

BAC&SPFU: Realize Covariance

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010

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π‘€π‘’π‘Žπ‘›=1.2870Γ—252=324.32

Page 15: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

BAC&SPFU: Bi-Power Covariance

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010

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π‘€π‘’π‘Žπ‘›=1.2555Γ—252=316.39

Page 16: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

Relative Contribution of Jumps

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-25

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π‘€π‘’π‘Žπ‘›=βˆ’0.0086

Page 17: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

BAC: Realized Beta

π‘€π‘’π‘Žπ‘›=0.8717

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-1

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Page 18: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

BAC: Bi-Power Beta

π‘€π‘’π‘Žπ‘›=0.9348

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010-1

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Page 19: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

BAC Beta: Relative Contribution of Jumps

π‘€π‘’π‘Žπ‘›=βˆ’0.1682

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 2010

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Page 20: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

Realized vs. Bi-Power Beta

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Page 21: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

BAC: Realized Risks

π‘€π‘’π‘Žπ‘›=444.6055 π‘€π‘’π‘Žπ‘›=1020.2

πœ‡πœŽπ‘€2 =315.1512 πœ‡πœŽπ‘€

2 =297.1584

𝛽 𝐽𝑃𝑀2 πœŽπ‘€

2 +πœŽπœ–2

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 20100

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Page 22: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

BAC: Bi-Power Risks

π‘€π‘’π‘Žπ‘›=463.8418 π‘€π‘’π‘Žπ‘›=908.2782

𝛽 𝐽𝑃𝑀2 πœŽπ‘€

2 +πœŽπœ–2

Apr 09, 1997 Sep 11, 2000 Mar 01, 2004 Aug 01, 2007 Dec 30, 20100

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Page 23: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM: Realized Risks

π‘€π‘’π‘Žπ‘›=393.0049 π‘€π‘’π‘Žπ‘›=905.5298

𝛽 𝐽𝑃𝑀2 πœŽπ‘€

2 +πœŽπœ–2

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Page 24: Beta By Hao Sun. JPM: Realized Beta JPM: Bi-Power Beta

JPM: Bi-Power Risks

π‘€π‘’π‘Žπ‘›=414.9356 π‘€π‘’π‘Žπ‘›=799.8714

𝛽 𝐽𝑃𝑀2 πœŽπ‘€

2 +πœŽπœ–2

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