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A Modeling Approach of Return and Volatility of Structured Investment Products with Caps and Floors

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  • Jiaer He
  • Roberto Rivera

Abstract

Popular investment structured products in Puerto Rico are stock market tied Individual Retirement Accounts (IRA), which offer some stock market growth while protecting the principal. The performance of these retirement strategies has not been studied. This work examines the expected return and risk of Puerto Rico stock market IRA (PRIRAs) and compares their statistical properties with other investment instruments before and after tax. We propose a parametric modeling approach for structured products and apply it to PRIRAs. Our method first estimates the conditional expected return (and variance) of PRIRA assets from which we extract marginal moments through the Law of Iterated Expectation. Our results indicate that PRIRAs underperform against investing directly in the stock market while still carrying substantial risk. The expected return of the stock market IRA from Popular Bank (PRIRA1) after tax is slightly greater than that of investing in U.S. bonds, while PRIRA1 has almost two times the risk. The stock market IRA from Universal (PRIRA2) performs similarly to PRIRA1, while PRIRA2 has a lower risk than PRIRA1. PRIRAs may be reasonable for some risk-averse investors due to their principal protection and tax deferral.

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  • Jiaer He & Roberto Rivera, 2023. "A Modeling Approach of Return and Volatility of Structured Investment Products with Caps and Floors," Papers 2311.06282, arXiv.org.
    • Handle: RePEc:arx:papers:2311.06282
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    1. Michael C. Jensen, 1968. "The Performance Of Mutual Funds In The Period 1945–1964," Journal of Finance, American Finance Association, vol. 23(2), pages 389-416, May.
    2. Vladyslav Sushko & Grant Turner, 2018. "The implications of passive investing for securities markets," BIS Quarterly Review, Bank for International Settlements, March.
    3. Diane Del Guercio & Jonathan Reuter, 2014. "Mutual Fund Performance and the Incentive to Generate Alpha," Journal of Finance, American Finance Association, vol. 69(4), pages 1673-1704, August.
    4. Adrian Blundell-Wignall, 2007. "An Overview of Hedge Funds and Structured Products: Issues in Leverage and Risk," Financial Market Trends, OECD Publishing, vol. 2007(1), pages 37-57.
    5. Christine Lai & Tsung-Chyan Lai, 2009. "Analysing the c-minus-age strategy for life-cycle investing," Applied Economics Letters, Taylor & Francis Journals, vol. 16(7), pages 711-718.
    6. Thorsten Hens & Marc Oliver Rieger, 2014. "Can utility optimization explain the demand for structured investment products?," Quantitative Finance, Taylor & Francis Journals, vol. 14(4), pages 673-681, April.
    7. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2016. "Competition for Attention," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 481-513.
    8. Fama, Eugene F. & French, Kenneth R., 2012. "Size, value, and momentum in international stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 457-472.
    9. Elton, Edwin J. & Gruber, Martin J. & de Souza, Andre, 2019. "Passive mutual funds and ETFs: Performance and comparison," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 265-275.
    10. Jeffrey A. Busse & Amit Goyal & Sunil Wahal, 2014. "Investing in a Global World," Review of Finance, European Finance Association, vol. 18(2), pages 561-590.
    11. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    12. Kenneth R. French, 2008. "Presidential Address: The Cost of Active Investing," Journal of Finance, American Finance Association, vol. 63(4), pages 1537-1573, August.
    13. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    14. Orazio P. Attanasio & Thomas DeLeire, 2002. "The Effect Of Individual Retirement Accounts On Household Consumption And National Saving," Economic Journal, Royal Economic Society, vol. 112(6), pages 504-538, July.
    15. Jonathan Brogaard & Terrence Hendershott & Ryan Riordan, 2014. "High-Frequency Trading and Price Discovery," The Review of Financial Studies, Society for Financial Studies, vol. 27(8), pages 2267-2306.
    16. James M. Poterba & Steven F. Venti & David A. Wise, 1996. "How Retirement Saving Programs Increase Saving," Journal of Economic Perspectives, American Economic Association, vol. 10(4), pages 91-112, Fall.
    17. Rivera, Roberto, 2016. "A dynamic linear model to forecast hotel registrations in Puerto Rico using Google Trends data," Tourism Management, Elsevier, vol. 57(C), pages 12-20.
    18. David Blanchett & Michael Finke & Michael Guillemette, 2018. "The Effect of Advanced Age and Equity Values on Risk Preferences," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 19(4), pages 434-441, October.
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