The Golden Target: Analyzing the Tracking Performance of Leveraged Gold ETFs

This paper studies the empirical tracking performance of leveraged ETFs on gold, and their price relationships with gold spot and futures. For tracking the gold spot, we find that our optimized portfolios with short-term gold futures are highly effective in replicating prices. The market-traded gold ETF (GLD) also exhibits a similar tracking performance. However, we show that leveraged gold ETFs tend to underperform their corresponding leveraged benchmark. Moreover, the underperformance worsens over a longer holding period. In contrast, we illustrate that a dynamic portfolio of gold futures tracks significantly better than various static portfolios. The dynamic portfolio also consistently outperforms the respective market-traded LETFs for different leverage ratios over multiple years.

[1]  Stoyu I. Ivanov The influence of ETFs on the price discovery of gold, silver and oil , 2013 .

[2]  Jisok Kang,et al.  Leveraged and inverse ETF performance during the financial crisis , 2013 .

[3]  Rob,et al.  An Empirical Investigation of the Performance of Commodity-Based Leveraged ETFs , 2010 .

[4]  Futures-Based Commodity ETFs , 2011, The Journal of Index Investing.

[5]  Giovanni Montana,et al.  Dynamic modeling of mean-reverting spreads for statistical arbitrage , 2008, Comput. Manag. Sci..

[6]  Ananth Madhavan,et al.  The Dynamics of Leveraged and Inverse-Exchange Traded Funds , 2009 .

[7]  Gerasimos G. Rompotis Predictable patterns in ETFs' return and tracking error , 2011 .

[8]  Carol Alexander,et al.  Hedging index exchange traded funds , 2008 .

[9]  D. Baur Exchange-Traded Funds on Gold - A Free Lunch? , 2013 .

[10]  R. Wright,et al.  Gold as an inflation hedge , 2004 .

[11]  Andreas Karathanasopoulos,et al.  Nonlinear Forecasting of the Gold Miner spread: an Application of Correlation filters , 2013, Intell. Syst. Account. Finance Manag..

[12]  Tim Leung,et al.  Understanding the Tracking Errors of Commodity Leveraged ETFs , 2014, 1610.09404.

[13]  Udomsak Wongchoti,et al.  Abnormal Returns in Gold and Silver Exchange-TradedFunds , 2011, The Journal of Index Investing.

[14]  M. Avellaneda,et al.  Structural Slippage of Leveraged ETFs , 2012 .

[15]  Dirk G. Baur Asymmetric Volatility in the Gold Market , 2012, The Journal of Alternative Investments.

[16]  D. Baur,et al.  Institute for International Integration Studies Is Gold a Safe Haven? International Evidence Is Gold a Safe Haven? International Evidence Is Gold a Safe Haven? International Evidence , 2022 .

[17]  L. Smales Asymmetric volatility response to news sentiment in gold futures , 2015 .

[18]  Bad news bears: Effects of expected market volatility on daily tracking error of leveraged bull and bear ETFs , 2013 .

[19]  Marco Avellaneda,et al.  Path-Dependence of Leveraged ETF Returns , 2009, SIAM J. Financial Math..

[20]  Robert A. Jarrow,et al.  Understanding the risk of leveraged ETFs , 2010 .

[21]  M. McAleer,et al.  Risk Management of Risk Under the Basel Accord: Forecasting Value-at-Risk of VIX Futures , 2011 .

[22]  R. Sircar,et al.  Implied Volatility of Leveraged ETF Options , 2014 .

[23]  A New Method to Measure the Performance of Leveraged Exchange‐Traded Funds , 2014 .

[24]  Xin Li,et al.  Optimal Mean Reversion Trading with Transaction Costs and Stop-Loss Exit , 2014, 1411.5062.