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Open Access
Article
Publication date: 28 February 2014

Sun-Joong Yoon and Jun Sik Kim

This study aims to examine the return predictability of variance risk premium, which is defined as the difference between risk-neutral variance and expected realized variance, on…

11

Abstract

This study aims to examine the return predictability of variance risk premium, which is defined as the difference between risk-neutral variance and expected realized variance, on KOSPI 200 index returns. Although extant literature shows that variance risk premium estimated from U.S. index options has a predictive power on underlying returns, little study has been conducted in KOSPI 200 index returns. In addition, there is no conclusion for the predictive power of variance risk premium in other financial markets. In this paper, we can find the predictive power of S&P500 variance risk premium on KOSPI200 index returns as well as on S&P500 index returns, but cannot find the predictive power of KOSPI200 variance risk premium on both indices. These results are consistent to Londono (2012) and Bollerslev et al. (2013). The poor performance of KOSPI200 variance risk premium is explained by the assumption that U.S. economy is a leader economy, while Korea economy is a follower economy. To support this conclusion, we conduct Vector Auto-Regression (VAR) using two variance risk premiums. Two premiums have bi-directional lead-lag relationship but S&P500 variance risk premium is informationally superior to KOSPI200 variance risk premium regarding return predictions.

Details

Journal of Derivatives and Quantitative Studies, vol. 22 no. 1
Type: Research Article
ISSN: 2713-6647

Keywords

Open Access
Article
Publication date: 26 November 2020

Hyoseob Lee

This paper aims to provide the necessity to activate long-term exchange-traded derivatives (ETD) in Korea. In the era of aging, low interest rates and low economic growth, the…

Abstract

Purpose

This paper aims to provide the necessity to activate long-term exchange-traded derivatives (ETD) in Korea. In the era of aging, low interest rates and low economic growth, the investment demand for long-term financial products, and its hedging demand have steadily increased. Unfortunately, long-term ETD do not trade in Korea, and this study presents political suggestions to invigorate long-term ETD based on overseas cases and empirical analysis. Specifically, this study suggests the necessity to activate exchange traded funds (ETFs) options, long-term Korea treasury bond futures and options and long-term Volatility Index of Korea Composite Stock Price Index future and options. The introduction of those long-term ETD not only contributes to providing long-term investment and hedging vehicles but also reduces market inefficiencies in the Korean industry of ETFs, bonds and structured products.

Details

Journal of Derivatives and Quantitative Studies: 선물연구, vol. 28 no. 3
Type: Research Article
ISSN: 1229-988X

Keywords

Open Access
Article
Publication date: 30 November 2019

Jaeram Lee

This study estimates the VPIN (volume-synchronized probability of informed trading) of the KOSPI200 index options, the measure of order flow toxicity suggested by Easley et al…

84

Abstract

This study estimates the VPIN (volume-synchronized probability of informed trading) of the KOSPI200 index options, the measure of order flow toxicity suggested by Easley et al. (2012), for the first time. To apply the VPIN approach, options are categorized by their real-time moneyness. I examine the predictive power of VPIN for the future stock market volatility using time-series regression analysis. The empirical result shows that the toxic order flow measure estimated by price changes has more information than that estimated by the actual order imbalance. In general, put options contain more information than call options, and the toxic order flow measure of OTM (out-of-the-money) put options contains the most significant information about the future stock market volatility. In addition, the predictive power of toxic order flow measure is much significant in the highly volatile than in the stable market. The volatility predictability of toxic order flow measure declined significantly after the option multiplier increase, whereas it has gradually recovered over time.

Details

Journal of Derivatives and Quantitative Studies, vol. 27 no. 4
Type: Research Article
ISSN: 2713-6647

Keywords

Article
Publication date: 22 February 2011

Suk Joon Byun, Dong Woo Rhee and Sol Kim

The purpose of this paper is to examine whether the superiority of the implied volatility from a stochastic volatility model over the implied volatility from the Black and Scholes…

1271

Abstract

Purpose

The purpose of this paper is to examine whether the superiority of the implied volatility from a stochastic volatility model over the implied volatility from the Black and Scholes model on the forecasting performance of future realized volatility still holds when intraday data are analyzed.

Design/methodology/approach

Two implied volatilities and a realized volatility on KOSPI200 index options are estimated every hour. The grander causality tests between an implied volatility and a realized volatility is carried out for checking the forecasting performance. A dummy variable is added to the grander causality test to examine the change of the forecasting performance when a specific environment is chosen. A trading simulation is conducted to check the economic value of the forecasting performance.

Findings

Contrary to the previous studies, the implied volatility from a stochastic volatility model is not superior to that from the Black and Scholes model for the intraday volatility forecasting even if both implied volatilities are informative on one hour ahead future volatility. The forecasting performances of both implied volatilities are improved under high volatile market or low return market.

Practical implications

The trading strategy using the forecasting power of an implied volatility earns positively, in particular, more positively under high volatile market or low return market. However, it looks risky to follow the trading strategy because the performance is too volatile. Between two implied volatilities, it is hardly to say that one implied volatility beats another in terms of the economic value.

Originality/value

This is the first study which shows the forecasting performances of implied volatilities on the intraday future volatility.

Details

International Journal of Managerial Finance, vol. 7 no. 1
Type: Research Article
ISSN: 1743-9132

Keywords

Open Access
Article
Publication date: 10 September 2021

Jun Sik Kim and Sol Kim

This paper investigates a retrospective on the Journal of Derivatives and Quantitative Studies (JDQS) on its 30th anniversary based on bibliometric. JDQSs yearly publications…

1662

Abstract

This paper investigates a retrospective on the Journal of Derivatives and Quantitative Studies (JDQS) on its 30th anniversary based on bibliometric. JDQSs yearly publications, citations, impact factors, and centrality indices grew up in early 2010s, and diminished in 2020. Keyword network analysis reveals the JDQS's main keywords including behavioral finance, implied volatility, information asymmetry, price discovery, KOSPI200 futures, volatility, and KOSPI200 options. Citations of JDQS articles are mainly driven by article age, demeaned age squared, conference, nonacademic authors and language. In comparison between number of views and downloads for JDQS articles, we find that recent changes in publisher and editorial and publishing policies have increased visibility of JDQS.

Details

Journal of Derivatives and Quantitative Studies: 선물연구, vol. 29 no. 4
Type: Research Article
ISSN: 1229-988X

Keywords

Open Access
Article
Publication date: 30 November 2014

Kyung-Woo Son and Sang-Su Kim

KOSPI 200 index option market is one of the markets which is perfectly liquid in the world. While ATM options and OTM options are liquid, ITM options are not. This paper derives…

9

Abstract

KOSPI 200 index option market is one of the markets which is perfectly liquid in the world. While ATM options and OTM options are liquid, ITM options are not. This paper derives LDV (liquidity discount value) from the ITM options by using the no-arbitrage condition of synthetic futures considering market friction.

In this paper, we show that theoretically derived LDV is related to trading volume as standard proxy of liquidity measure and LDV in ITM options exhibit a U-shaped pattern across moneyness. Other findings are that the expected returns from the synthetic futures arbitrage trading considering liquidity premium exhibit a U-shaped pattern across moneyness and it depends on the maturity. This means that the longer days remaining to expiration date, the greater the incentive for arbitrage trading.

Details

Journal of Derivatives and Quantitative Studies, vol. 22 no. 4
Type: Research Article
ISSN: 2713-6647

Keywords

Open Access
Article
Publication date: 29 February 2016

Woo-baik Lee

Trading of KOSPI200 options on Eurex launched in 2010 starts at 17:00 after market and closes at 05:00 in the next morning. This paper attempts to examine the role of put-call…

16

Abstract

Trading of KOSPI200 options on Eurex launched in 2010 starts at 17:00 after market and closes at 05:00 in the next morning. This paper attempts to examine the role of put-call ratio of KOSPI200 nighttime options in price discovery process of spot market. The main findings of this paper are summarized as followings; The information content of put-call ratio of nighttime options is significantly incorporated in opening price of spot market next trading day but not delayed to the daytime spot market. Specifically, all put-call ratios measured in terms of total volume, total value, and cleared volume of nighttime options has strongly positive correlation with returns of KOSPI200 next trading day but put-call ratio of daytime option market has no predictive power of next daily return during sample period. This implies that the nighttime options market shows more leading role than daytime options in opening price discovery. This relationship between put-call ration and spot market return remains statistically significant during the period of the multiplier for KOSPI200 options increased. However, the change in put-call ratio of nighttime options is significantly explained by precedent put-call ratio of daytime market. This Overall empirical evidence indicates that traders of KOSPI200 options have tendency to implement strategy of linkage between price movement of daytime and nighttime market.

Details

Journal of Derivatives and Quantitative Studies, vol. 24 no. 1
Type: Research Article
ISSN: 2713-6647

Keywords

Open Access
Article
Publication date: 30 November 2008

Jae Ha Lee and Sang Soo Kwon

In the KOSPI2oo futures and option markets. additional fifteen minutes (15 : 00∼15 개5) after the underlying stock market close are given tor the adjustments of the futures and…

13

Abstract

In the KOSPI2oo futures and option markets. additional fifteen minutes (15 : 00∼15 개5) after the underlying stock market close are given tor the adjustments of the futures and option positions. During the first five minutes. 15: 00∼15 : 05. a continuous auction trading is made. while the trading at a single clearing price is made for the remaining ten minutes. 15: 05∼15: 15.

Previous studies focused on the synchronous trading in terms of transaction time in the analysis of the lead-lag relationship. truncating the futures and option data during 15 : 00∼15 : 15. In this article. we explore how the KOSPI2oo futures and option returns for the extra fifteen minutes impact the next day's KOSPI200 cash returns, We also examine the lead-lag relationship during the reggular trading hours (9 : 00∼15 : 00) and the impact of the cash returns during 14 : 20∼15 : 00 on futures and option returns during 15 : 00∼15: 15. Our main findings are summarized as follows.

First. the KOSPI200 futures and option returns during 15 : 00∼15 : 15 lead the close-to-open KOSPI200 cash return, even though the trading volume and return volatility during 15: 00∼15: 15 are lower relative to the regular stock market session (9 : 00∼15: 00). The impact of the futures and option returns on the cash return lasts hlK) minutes and one minute‘ repectively. after the next day open. Second. the option return during the continuous auction trading session (15 : 00∼ 15 : 05) leads the close-to-open cash return. while the futures return of trading at a single clearing price during 15 : 05∼15 : 10 impacts the close-to-open cash return. Third, we found that the lead-lag relationships among the KOSPI200 futures, option, and cash returns are not constant during the reg비ar stock market session‘ In partieular. the impact of the KOSPI200 cash ret un during 14 : 40∼15 : 00 on the futures and option retuns for the 15 : 00∼15: 15 Interval is much stronger. compared with other time zones.

Finally. the KOSPI200 cash return during the last ten minutes of trading at a Single clearing price (14 : 50∼15 : 00). significantly impacts the option return during 15: 00∼15: 05. while there is no impact on the futures return (15 : 00∼15: 15).

Details

Journal of Derivatives and Quantitative Studies, vol. 16 no. 2
Type: Research Article
ISSN: 2713-6647

Keywords

Open Access
Article
Publication date: 30 November 2016

So Jung Kim and Sun-Joong Yoon

This study analyzes whether KOSPI200 option returns can be predicted by call-put implied volatility spreads. Doran et al. (2013) show that call-put implied volatility spreads…

19

Abstract

This study analyzes whether KOSPI200 option returns can be predicted by call-put implied volatility spreads. Doran et al. (2013) show that call-put implied volatility spreads predict the option returns of a specific moneyness as well as underlying asset returns in the US options market. Our study examines whether the same results are shown in the KOSPI200 options market, which has different characteristics in investor compositions and trading behaviors. According to the results, the call-put implied volatility spreads cannot predict the future returns of the underlying index significantly in the KOSPI200 options market. Only, the call-put spreads can predict the future option returns. More specifically, the increase in implied volatility spreads is able to predict the decrease in call option returns and the increase in put option returns in the KOSPI200 options market. This supports the overreaction hypothesis in all ranges of option moneyness, which is in contrast to the result of Doran et al. (2003).

Details

Journal of Derivatives and Quantitative Studies, vol. 24 no. 4
Type: Research Article
ISSN: 2713-6647

Keywords

Open Access
Article
Publication date: 28 February 2013

Sol Kim, Hye-Hyun Park and Ki-Jung Eom

This paper investigates the effects of risk neutral distribution (RND) from option prices on the distribution of the underlying asset. More specifically, we focus on the third…

18

Abstract

This paper investigates the effects of risk neutral distribution (RND) from option prices on the distribution of the underlying asset. More specifically, we focus on the third moment of distribution, called skewness, which contains important information predicting the jumps of stock index. The sample period covers from January 2002 to July 2006 with the closing price returns of KOSPI200 Index and the KOSPI200 options. The skewness of the risk neutral distribution is estimated from non-parametric method of Bakshi et al.(2003) and the parametric method of Corrado and Su (1996). When estimating the skewness of the underlying assets, we employ Chen et al.(2001) model and calculate the historical skewness from the1-month ahead return underlying asset. Using statistical methodology such as VAR (Vector Autoregressive model), Granger causality test, impulse response and variance decomposition model, we examine whether the skewness of the underlying asset responds to the change of the implied RND. Followings are the major findings and implications drawn from the empirical analysis of the Korean options market. First of all, skewness of options estimated from non-parametric method have information contents predicting the third-moment of KOSPI200 index return whereas skewness of options estimated from parametric method does not have any information forecasting the skewness of KOSPI200 index return.

Details

Journal of Derivatives and Quantitative Studies, vol. 21 no. 1
Type: Research Article
ISSN: 2713-6647

Keywords

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