The Information Imbedded in the Trading Volume of Currency Options Yaffa Machnes Graduate School of...

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The Information Imbedded in the Trading Volume of Currency Options Yaffa Machnes Graduate School of Business Administration Bar Ilan University ISRAEL Email: [email protected] fax: 03-5353182 Tel: 08-9468544

Transcript of The Information Imbedded in the Trading Volume of Currency Options Yaffa Machnes Graduate School of...

Page 1: The Information Imbedded in the Trading Volume of Currency Options Yaffa Machnes Graduate School of Business Administration Bar Ilan University ISRAEL.

The Information Imbedded in the Trading Volume of Currency Options

Yaffa MachnesGraduate School of Business AdministrationBar Ilan UniversityISRAEL

Email: [email protected]: 03-5353182 Tel: 08-9468544

Page 2: The Information Imbedded in the Trading Volume of Currency Options Yaffa Machnes Graduate School of Business Administration Bar Ilan University ISRAEL.

References • Anthony, J.H. (1988). The interrelation of stock and option

market trading-volume data. Journal of Finance, 43, 949-961.

• Chakravarty, S., Gulen, H., & Mayhew, S. (2004). Informed trading in stock and option markets. Journal of Finance, June; 59(3): 1235-57.

• Easley, D., O'Hara, M., & Srinivas, P. S. (1998). Option volume and stock prices: Evidence on where informed traders trade. Journal of Finance, 53, 431-465.

• Sarwar, G. (2003). The interrelation of price volatility and trading volume of currency options. The Journal of Futures Markets, 23(7), 681-700.

Page 3: The Information Imbedded in the Trading Volume of Currency Options Yaffa Machnes Graduate School of Business Administration Bar Ilan University ISRAEL.

The Model

R it - "representative" exchange rate on day t

cV ti - total volume of calls on US $ traded in TASE on day t

pVti - total volume of puts on US $ traded in TASE on day t

/pPCR cV Vt tti ii

1 2 pR ( )

c0R ( )V V(1) ln ln ln t

i t mit it

i t k

0 1 2pR ( )

R ( )VVc PCR(2) ln ln ln titit it

i t m

i t k

Page 4: The Information Imbedded in the Trading Volume of Currency Options Yaffa Machnes Graduate School of Business Administration Bar Ilan University ISRAEL.

Table 1: Exchange Rate as a Function of Trading Volume of $ US Options: Augmented Dickey-Fuller Test Equation. Least Squares Method after logarithmic transformation. Regression coefficients multiplied by 10 .

Explanatory variable

On the trading day

Previous trading day

Constant-71.6(4.3)

-33.2(2.5)

Calls volume19.9(6.2)

8.8(3.3)

Puts volume-13.6(5.2)

-5.8(1.9)

F-statistics19.118.9

R squared0.040.01

n9641189

Durbin Watson

1.931.90

Numbers in parenthesis are t values

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Page 5: The Information Imbedded in the Trading Volume of Currency Options Yaffa Machnes Graduate School of Business Administration Bar Ilan University ISRAEL.

Table 2: Exchange Rate as a Function of PCR and Trading Volume of $ US Options: Augmented Dickey-Fuller Test Equation. Least Squares Method after logarithmic transformation. Regression coefficients multiplied by 10 .

Explanatory variable

On the trading day

Previous trading day

Constant-74.7(4.3)

-33.5(2.3)

Calls+puts volume

6.2(3.7)

2.9(2.1)

Put/call ratio

-15.3(5.7)

-6.5(2.9)

F5.45.2

R squared0.040.01

n9641189

Durbin-Watson

1.931.98

Numbers in parenthesis are t values

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