Semi-nonparametric estimation of the call-option price surface under strike and time-to-expiry no-arbitrage constraints

A-Tier
Journal: Journal of Econometrics
Year: 2015
Volume: 184
Issue: 2
Pages: 242-261

Authors (2)

Score contribution per author:

2.011 = (α=2.01 / 2 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We suggest a semi-nonparametric estimator for the call-option price surface. The estimator is a bivariate tensor-product B-spline. To enforce no-arbitrage constraints across strikes and expiry dates, we establish sufficient no-arbitrage conditions on the control net of the B-spline surface. The conditions are linear and therefore allow for an implementation of the estimator by means of standard quadratic programming techniques. The consistency of the estimator is proved. By means of simulations, we explore the statistical efficiency benefits that are associated with estimating option price surfaces and state-price densities under the full set of no-arbitrage constraints. We estimate a call-option price surface, families of first-order strike derivatives, and state-price densities for S&P 500 option data.

Technical Details

RePEc Handle
repec:eee:econom:v:184:y:2015:i:2:p:242-261
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-25