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DF Structure models for options pricing

Introduction

Basic Assumptions and DF Structure

Partial distribution and stock price

DF process and DF structure

The DF Structure Pricing Models of Options on A Non-Dividend-Paying Stock

DF structure models of call options pricing

Estimation and Test of the Parameters in Partial Distribution

The fiducial test of partial distribution

The Fitness Analysis of Partial Distribution

The fitness analysis for stock index and stock of Chinese market

Comparison Research Between DF Structure Pricing and B-S Pricing

The comparative analysis for MSFT

Conclusions

References

Books Related

DF Structure models for options pricing

Estimation and Test of the Parameters in Partial Distribution

The modified maximum likelihood estimation

If the fields of samples of stock price are made in the following partition:

and the emergence number of price samples in each field:

denoting:

where zmax and zmin are separately the highest price and the lowest price of all samples. By (1) we have approximatively:

(10)

According to the method of maximum likelihood estimation, we have

where,

(11)

combining (9) with (8), We have the following estimate formulas

(12) (13)

where,

In practice, µ and σ2 are positive.

 

Prof. Feng Dai, Prof. Zifu Qin

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