Volatility Uncertainty and VIX Futures Contango: A Laplace Transform Order Theorem

26 Pages Posted: 16 Dec 2021 Last revised: 27 May 2026

See all articles by Gurdip Bakshi

Gurdip Bakshi

Temple University-Fox School of Business

John Crosby

University of Maryland - Robert H. Smith School of Business

Xiaohui Gao

Fox School of Business, Temple University

Jinming Xue

Southern Methodist University (SMU) - Finance Department

Date Written: September 25, 2021

Abstract

VIX futures are typically upward-sloping in calm markets but often invert during stress, despite lacking a deliverable underlying and a cost-of-carry anchor. We provide a model-free sufficient condition for pairwise VIX futures contango based on conditional Laplace-transform order across the variance pockets underlying the VIX. If the near-dated pocket is smaller in this order than a farther-dated pocket, the concave VIX payoff has a lower risk-neutral expectation, implying an upward futures slope. Stochastic disaster intensity and rough-volatility specifications show that low current variance and low disaster intensity support the ordering, whereas elevated variance or disaster intensity can reverse it and produce backwardation.

Keywords: VIX contango, volatility pockets, Laplace transform order, intertemporal risk perceptions

Suggested Citation

Bakshi, Gurdip S. and Crosby, John and Gao, Xiaohui and Xue, Jinming,
Volatility Uncertainty and VIX Futures Contango: A Laplace Transform Order Theorem
(September 25, 2021). Fox School of Business Research Paper Forthcoming, SMU Cox School of Business Research Paper No. 21-19, Available at SSRN: https://ssrn.com/abstract=3930703 or http://dx.doi.org/10.2139/ssrn.3930703

Gurdip S. Bakshi (Contact Author)

Temple University-Fox School of Business ( email )

PA 19122
United States

John Crosby

University of Maryland - Robert H. Smith School of Business ( email )

College Park, MD 20742-1815
United States
+447979901892 (Phone)

HOME PAGE: http://www.john-crosby.co.uk/

Xiaohui Gao

Fox School of Business, Temple University ( email )

Alter Hall 421
Philadelphia, PA 19122
United States

HOME PAGE: http://https://sites.google.com/site/xiaohuigaobakshi/

Jinming Xue

Southern Methodist University (SMU) - Finance Department ( email )

United States
(214)-768-4181 (Phone)

HOME PAGE: http://sites.google.com/view/jinming-xue

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