2016 Optimization Days

HEC Montréal, Québec, Canada, May 2 — 4, 2016

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MB6 Pricing in Finance

May 2, 2016 03:30 PM – 05:10 PM

Location: CPA du Québec

Chaired by Yaovi Gassesse Siliadin

4 Presentations

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    03:30 PM - 03:55 PM

    Merton’s financial consumption and strategic pricing

    • Charles Tapiero, presenter, New York University

    Kernel consumption pricing models based on the CCAPM are defined with respect to a filtration, a risk free rate and a probability measure, by (for example, Lucas, 1978, Constantinidis and Duffie, 1996, Cochrane 2001 as well as an extensive list of research papers and books). The purpose of this paper is to consider a financial Consumption pricing approach based on the financial expenditure needed to finance a consumer’s consumption. Instead, of maximizing the utility of a consumer we maximize his financial investment in consumption while the consumption price is the outcome the aggregate demand for consumption and supply factors. Such a framework leads to a strategic (multi-agent) Merton pricing model which we consider in its stochastic-time continuous version (see Tapiero, 2014 for a two periods discrete time Merton Model). Examples to such problems abound, including, energy markets for oil, gas as well as food markets (soya, orange juice, etc.) traded globally and supplied globally either by few suppliers or by many and competing suppliers. For simplicity, a number of specific problems are solved and the implication of such problems to returns and assets pricing are considered.

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    03:55 PM - 04:20 PM

    A dynamic programming procedure for pricing American-style options under Variance Gamma process

    • Rim Cherif, presenter, HEC Montréal
    • Hatem Ben Ameur, GERAD, HEC Montréal
    • Bruno Rémillard, HEC Montréal

    Evidence from the financial markets suggests that stock returns do not arise from diffusion processes. To capture the market stylised features, a growing literature propose the use of infinite-activity pure jump Lévy processes. In this setting, explicit solution for derivative prices are often unavailable, in particular the valuation of American options. We propose a dynamic programming coupled with finite elements for valuing American-style options under Variance Gamma model, and we provide a proof of uniform convergence. Our numerical experiments confirm this convergence result and show the efficiency of the proposed methodology.

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    04:20 PM - 04:45 PM

    Pricing callable bonds under the two-factor Vasicek model

    • Michèle Breton, GERAD, HEC Montréal
    • Yaovi Gassesse Siliadin, presenter, HEC Montréal

    This paper proposes a pricing approach for callable bonds in multifactor interest rate models. The pricing problem is posed in the form of a dynamic program. To solve the problem, the essay proposes a recursive algorithm based on the joint distribution of the factors under the forward measure, on truncated Chebyshev series and on Clenshaw-Curtis integration. A proof of convergence of the algorithm for any number of Gaussian factors is proposed. The approach is illustrated under the two-factor Vasicek model which is chosen for its parsimony. The impact of various parameters of the model such as the correlation between the two interest rate factors on the embedded call price is analyzed. The advantage of the proposed algorithm compared to alternative methods is the stability and the numerical accuracy that it offers in a reasonable computing time.

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    04:45 PM - 05:10 PM

    Pricing American-style interest-rate derivatives under affine jump-diffusions

    • Mohamed Ali Akari, presenter, HEC Montréal
    • Ramzi Ben-Abdallah, UQAM

    In this paper, we propose a general framework for the pricing of American-style fixed-income derivatives under affine-jump-diffusion interest-rate models. The model, which combines Fourier transform (Duffie et al. 2000) and dynamic programming, is applied to the pricing of swaptions and bonds with early-exercise features, and investigated empirically under Vasicek with exponentially-distributed jumps.