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Option-based Equity Risk Premiums

Computational Finance 2020-05-04 v2

Abstract

We construct the term structure of the (forward-looking, US market) equity risk premium from SPX option chains. The method is "model-light". Risk-neutral probability densities are estimated by fitting NN-component Gaussian mixture models to option quotes, where NN is a small integer (here 4 or 5). These densities are transformed to their real-world equivalents by exponential tilting with a single parameter: the Coefficient of Relative Risk Aversion κ\kappa. From history, I estimate κ=3±0.5\kappa = 3 \pm 0.5. From the inferred real-world densities, the equity risk premium is readily calculated. Three term structures serve as examples.

Keywords

Cite

@article{arxiv.1910.14522,
  title  = {Option-based Equity Risk Premiums},
  author = {Alan L. Lewis},
  journal= {arXiv preprint arXiv:1910.14522},
  year   = {2020}
}

Comments

44 pages, 12 figures, revised Appendix A, added reference to an application to COVID-19 pandemic, supplemented conclusions with a remark about Ross Recovery

R2 v1 2026-06-23T12:00:58.296Z