Asymmetric Mispricing and Regime-dependent
Dynamics in Futures and Options Markets*
Jaeram Lee and Doojin Ryu
Received 9 May 2014; accepted 26 November 2015
We examine regime-dependent price dynamics and mispricing adjustments within the
KOSPI200 spot, futures and options markets through an analysis of data from January
2000 to December 2014. Investors exploit mispricing between derivatives and spot
markets only if mispricing is sufficiently large. The futures traders take long, rather
than short, positions to adjust for mispricing. Mispricing between spot and options
markets is adjusted by trading options and not by trading spots. We find the
bidirectional information flows between spot and futures markets when the futures-
implied index is sufficiently larger than the spot index. In contrast, no significant
lead–lag relationship between spot and options markets exists. Significant asymmetric
transaction costs exist in the spot market and this asymmetry has decreased over time.
Keywords: KOSPI200 futures and options, limited dependent variable model,
mispricing, threshold vector error-correction model, transaction costs.
JEL classification codes: G13, G14, G32.
doi: 10.1111/asej.12084
I. Introduction
Mispricing in derivatives markets can be defined as the difference between the
theoretical underlying asset price under no-arbitrage conditions, such as the
cost-of-carry hypothesis (in the case of futures) or put-call parity (in the case of
options), and its market price. Many studies examine the dynamics of mispricing
in relation to market conditions from this perspective. For example, MacKinlay
and Ramaswamy (1988) argue that the difference between the futures price and
its theoretical price in the spot market is limited due to transaction costs; however,
it increases with time-to-maturity. Ofek et al. (2004) find that the extent of the put-
call parity violations in the US individual options market is significantly related to
the cost of short-selling. Cremers and Weinbaum (2010) claim that mispricing,
represented by the deviation from put-call parity, predicts underlying returns.
In order to examine the mispricing issue within derivatives and commodities
markets, certain innovative studies adopt a threshold vector error-correction model
* Lee: College of Business, KAIST, 85 Hoegiro, Dongdaemun-gu, Seoul, Korea. Ryu (corresponding
author): College of Economics, Sungkyunkwan University, 25-2, Sungkyunkwan-ro, Jongno-gu, Seoul
03063, Korea. Email: sharpjin@skku.edu. We are grateful for the helpful comments and suggestions from
Jangkoo Kang, Baeho Kim, Bum Suk Kim, Heejin Yang and all the participants of the SKKU financial
economics seminar. This work was supported by a National Research Foundation of Korea Grant funded
by the Korean Government (NRF-2014S1A5B8060964).
© 2016 East Asian Economic Association and John Wiley & Sons Australia, Ltd
Asian Economic Journal 2016, Vol. 30 No. 1, 47–65 47