peilun-he / PDSim

Web application for the polynomial diffuison model
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No-arbitrage specification: Schwartz-Smith #12

Closed taqtiqa-mark closed 5 months ago

taqtiqa-mark commented 6 months ago

The Schwartz-Smith model is:

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The current project implements a subtly different specification:

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The difference should be addressed.

peilun-he commented 6 months ago

The following sentence has been add to illustrate the difference to the original Schwartz and Smith's model: In the original Schwartz-Smith model, the parameter $\gamma$ is set to zero. However, in our extended model, we introduce the flexibility for this mean-reversion parameter associated with the long-term factor to take on non-zero values.

taqtiqa-mark commented 6 months ago

And you claim this is still arbitrage free?

If so, please cite the proof.

peilun-he commented 5 months ago

Please see: https://github.com/peilun-he/PDSim/commit/635cf312bbe0f438b33007af33a3b972ebadfce1.

4 papers were added as reference. This arbitrage-free pricing (with $\gamma \ne 0$) has been using by some other authors in different futures (Sørensen, 2002) or in crude oil futures but different number of factors (Ames et al., 2020; Cortazar et al., 2019; Cortazar & Naranjo 2006).

taqtiqa-mark commented 5 months ago

Please see: 635cf31.

4 papers were added as reference. This arbitrage-free pricing (with γ≠0) has been using by some other authors in different futures (Sørensen, 2002) or in crude oil futures but different number of factors (Ames et al., 2020; Cortazar et al., 2019; Cortazar & Naranjo 2006).

In light of those references, you need to clarify your following claim, which could be read as an assertion of priority:

... in our extended model, we introduce the flexibility for this mean-reversion parameter associated with the long-term factor to take on non-zero values.

Specifically, Isn't this the FP model? Please clarify who introduced the general model, and if different, who provides the no-arbitrage proof for the unrestricted specification?

peilun-he commented 5 months ago

Yes you are right. This is futures pricing model, and it was used for options in commodity markets. The best reference would be:

Cortazar, G., Millard, C., Ortega, H., & Schwartz, E. S. (2019). Commodity price forecasts, futures prices, and pricing models. Management Science, 65(9), 4141-4155.

Eduardo Schwartz is the co-author of this paper, and not only that, this paper provides a framework with N factors, all of them being OU processes, hence $\gamma_i \ne 0, i = 1, \dots, N$ in general. I will revise my comment of the reference in the paper based on your feedback.