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Paper Review:"New Insight into Smile, Mispricing, and Value at Risk: The Hyperbolic Model" by E. Eberlein, U. Keller and K. Prause (1998). Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

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Paper Review: "New Insight into Smile, Mispricing, and Value at Risk: The Hyperbolic Model" by E. Eberlein, U. Keller and K. Prause (1998). Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005. The Hyperbolic Density. Fitted Densities. - PowerPoint PPT Presentation

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Page 1: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Paper Review:"New Insight into Smile, Mispricing, and Value at Risk: The

Hyperbolic Model" by E. Eberlein, U. Keller and K. Prause (1998).

Anatoliy Swishchuk

“Lunch at the Lab” Talk

February 10, 2005

Page 2: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

The Hyperbolic Density

Page 3: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Fitted Densities

Page 4: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Modelling Financial Assets

(The most general Form)

Page 5: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

The Hyperbolic Levy Motion is a Pure Jump Process

Page 6: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Drawback of the Model

Page 7: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Reformulation of the Model

Page 8: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Solution of the Basic Model

Page 9: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

The Hyperbolic Model

• Infinitely Divisible• A Levy Process (stationary and independent

increments)• Moment generating function is

Page 10: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Incomplete Market

Page 11: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Martingale Approach

Page 12: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Option Pricing

Page 13: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Comparison of Option Prices

Page 14: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Three-Dimensional Comparison

Page 15: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Black-Scholes Implicit Volatilities

Page 16: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Implicit Hyperbolic Volatility

Page 17: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Characteristic Function for the Levy Process

Page 18: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Martingale Measure

Page 19: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

The Price Measure (density)

Page 20: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Choosing Parameter Theta

Page 21: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Calculating Theta to Define Martingale Measure I.

Page 22: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Calculating Theta to Define Martingale Measure II.

Page 23: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Calculating Theta to Define Martingale Measure III.

Page 24: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

References I

Page 25: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

References II

• Eberlein E, Keller U. (1995) Hyperbolic Distributions in Finance, Bernoulli, 1, 281-99.

Page 26: Anatoliy Swishchuk “Lunch at the Lab” Talk February 10, 2005

Thank You for Your Attention!