2019The Journal of Computational FinanceRequires access

Path independence of exotic options and convergence of binomial approximations

Guillaume Leduc, Kenneth J. Palmer

Open publisher page 4 citations

Abstract

The analysis of the convergence of tree methods for pricing barrier and lookback options has been the subject of numerous publications aiming at describing, quantifying, and improving the slow and oscillatory convergence in such methods. For barrier and lookback options, we find path-independent options whose price is exactly that of the original path-dependent option. The usual binomial models converge at a speed of order 1∕√𝑛 to the Black-Scholes price. Our new path-independent approach yields convergence of order 1∕𝑛. Furthermore, we derive a closed form formula for the coefficient of 1∕𝑛 in the expansion of the error of our path-independent pricing when the underlying is approximated by the Cox, Ross, and Rubinstein (CRR) model. Using this we obtain a corrected model with a convergence of order 𝑛⁻³/² to the price of barrier and lookback options in the Black-Scholes model. Our results are supported and illustrated by numerical examples.

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What this paper is about

The analysis of the convergence of tree methods for pricing barrier and lookback options has been the subject of numerous publications aiming at describing, quantifying, and improving the slow and oscillatory convergence in such methods. For barrier and lookback options, we find path-independent options whose price is exactly that of the original path-dependent option. The usual binomial models converge at a speed of order 1∕√𝑛 to the Black-Scholes price. Our new path-independent approach yields convergence of order 1∕𝑛. Furthermore, we derive a closed form formula for the coefficient of 1∕𝑛 in the expansion of the error of our path-independent pricing when the underlying is approximated by the Cox, Ross, and Rubinstein (CRR) model. Using this we obtain a corrected model with a convergence of order 𝑛⁻³/² to the price of barrier and lookback options in the Black-Scholes model. Our results are supported and illustrated by numerical examples.

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Available abstract

The analysis of the convergence of tree methods for pricing barrier and lookback options has been the subject of numerous publications aiming at describing, quantifying, and improving the slow and oscillatory convergence in such methods. For barrier and lookback options, we find path-independent options whose price is exactly that of the original path-dependent option. The usual binomial models converge at a speed of order 1∕√𝑛 to the Black-Scholes price. Our new path-independent approach yields convergence of order 1∕𝑛. Furthermore, we derive a closed form formula for the coefficient of 1∕𝑛 in the expansion of the error of our path-independent pricing when the underlying is approximated by the Cox, Ross, and Rubinstein (CRR) model. Using this we obtain a corrected model with a convergence of order 𝑛⁻³/² to the price of barrier and lookback options in the Black-Scholes model. Our results are supported and illustrated by numerical examples.

Key concepts: Binomial options pricing model, Exotic option, Convergence (economics), Black–Scholes model, Independence (probability theory), Path (computing), Path dependent, Applied mathematics

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