New related paper to #12 – Pairs Trading with Stocks and #55 – Pairs Trading with Country ETFs

26.March 2015

#12 – Pairs Trading with Stocks
#55 – Pairs Trading with Country ETFs

Authors: Leung, Li

Title: Optimal Mean Reversion Trading with Transaction Costs and Stop-Loss Exit

Link: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2222196

Abstract:

Motivated by the industry practice of pairs trading, we study the optimal timing strategies for trading a mean-reverting price spread. An optimal double stopping problem is formulated to analyze the timing to start and subsequently liquidate the position subject to transaction costs. Modeling the price spread by an Ornstein-Uhlenbeck process, we apply a probabilistic methodology and rigorously derive the optimal price intervals for market entry and exit. As an extension, we incorporate a stop-loss constraint to limit the maximum loss. We show that the entry region is characterized by a bounded price interval that lies strictly above the stop-loss level. As for the exit timing, a higher stop-loss level always implies a lower optimal take-profit level. Both analytical and numerical results are provided to illustrate the dependence of timing strategies on model parameters such as transaction cost and stop-loss level.

Continue reading

New related paper to #44 – Paired Switching

23.March 2015

#44 – Paired Switching

Authors: Schizas, Thomakos

Title: Market timing using asset rotation on exchange traded funds: a meta-analysis on trading performance

Link: http://businessperspectives.org/journals_free/imfi/2013/imfi_en_2013_02cont_Schizas.pdf

Abstract:

The ultimate goal of any “paper” investment strategy is to achieve real-life profitability. This paper measures the performance of a trading rule based on the relative pricing and relative volatility of a rotation strategy between two assets, using data from passive ETFs. To avoid problems of pair selection we work with meta-data obtained after the evaluation of a large number of 351 pairs of ETFs. In this way the authors analyze the performance of the proposed strategy on the cross-section of different ETFs. The results show that rotation trading, as applied in this paper, offers advantages even when the simplest model is used in generating trading signals. Furthermore, the authors find that the differences in the actual mean returns (over the evaluation period), the correlation of the pair components and to (a lesser extend) the volatilities of the ETFs can explain the success of the rotation strategies.

Notable quotations from the paper:

Continue reading

New related paper to #100 – Trading WTI/BRENT Spread

19.March 2015

Related research paper has been included into existing free strategy review.

#100 – Trading WTI/BRENT Spread

Authors: Lubnau

Title: Spread trading strategies in the crude oil futures market

Link: http://econstor.eu/bitstream/10419/96520/1/783913591.pdf

Abstract:

This article explores whether common technical trading strategies used in equity markets can be employed profitably in the markets for WTI and Brent crude oil. The strategies tested are Bollinger Bands, based on a mean-reverting hedge portfolio of WTI and Brent. The trading systems are tested with historical data from 1992 to 2013, representing 22 years of data and for various specifications. The hedge ratio for the crude oil portfolio is derived by using the Johansen procedure and a dynamic linear model with Kalman filtering. The significance of the results is evaluated with a bootstrap test in which randomly generated orders are employed. Results show that some setups of the system are able to be profitable over every five-year period tested. Furthermore they generate profits and Sharpe ratios that are significantly higher than those of randomly generated orders of approximately the same holding time. The best results with some Sharpe ratios in excess of three, are obtained when a dynamic linear model with Kalman filtering and maximum likelihood estimates of the unknown variance of the state equation is employed to constantly update the hedge ratio of the portfolio. The results indicate that the crude oil market may not be weak-form efficient.

Notable quotations from the paper:

Continue reading

New related paper to #33 – Post-Earnings Announcement Effect

16.March 2015

Related research paper has been included into existing free strategy review.

#33 – Post-Earnings Announcement Effect

Authors: Kwon, Kim

Title: Investment Horizon of Shareholders and Post-Earnings-Announcement Drift

Link: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2545189

Abstract:

We hypothesize that post-earnings-announcement drift (PEAD) is caused by underreaction of long-term investors since they do not pay much attention to short-term events. Consistent with the hypothesis, empirical observations show that stocks mostly held by long-term investors exhibit strong PEAD, while stocks mostly held by short-term investors does not. The results are still robust even after transaction costs, investor recognition, temporal inattention, and reversal in earnings surprises are controlled for.

Notable quotations from the paper:

Continue reading

New related paper to FX strategies #5, #8 and #9 – A New Look at Currency Investing

11.March 2015

Related research paper has been included into existing free strategy reviews.

#5 – FX Carry Trade
#8 – FX Momentum
#9 – FX Value – PPP Strategy

Authors: Pojarliev, Levich

Title: A New Look at Currency Investing

Link: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2571391

Abstract:

The authors of this book examine the rationale for investing in currency. They highlight several features of currency returns that make currency an attractive asset class for institutional investors. Using style factors to model currency returns provides a natural way to decompose returns into alpha and beta components. They find that several established currency trading strategies (variants of carry, trend-following, and value strategies) produce consistent returns that can be proxied as style or risk factors and have the nature of beta returns. Then, using two datasets of returns of actual currency hedge funds, they find that some currency managers produce true alpha. Finally, they find that adding to an institutional investor’s portfolio even a small amount of currency exposure — particularly to alpha generators — can make a meaningful positive impact on the portfolio’s performance.

Notable quotations from the paper:

Continue reading

New related paper to #83 – Pre-Holiday Effect – The Pan-European Holiday Effect

6.March 2015

Related research paper has been included into existing free strategy review.

#83 – Pre-Holiday Effect

Authors: Carchano, Tornero

Title: The Pan-European Holiday Effect

Link: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2556949

Abstract:

The construction of a single European block in the context of financial markets has caused the different national stock exchanges of the euro area to converge towards one common trading calendar that allows to study whether the holiday effect is a pan-European calendar anomaly or country-specific. By applying simulation methods, we provide evidence of the existence of statistically and economically abnormal positive pre- and post-holiday returns in the Eurozone which are not related to higher than average levels of volatility, but which can be explained by the preference of investors to avoid selling around European holidays

Notable quotations from the paper:

Continue reading

Subscribe for Newsletter

Be first to know, when we publish new content


    logo
    The Encyclopedia of Quantitative Trading Strategies

    Log in

    MORE INFO
    We boasts a total prize pool of $15,000
    Gain a Share of a Total Prize Pool of $15.000
    MORE INFO
    $15.000
    Gain a Share of a Total Prize Pool