IDEAS home Printed from https://ideas.repec.org/a/spr/stmapp/v32y2023i5d10.1007_s10260-023-00702-4.html
   My bibliography  Save this article

Pre-selection in cointegration-based pairs trading

Author

Listed:
  • Marianna Brunetti

    (University of Rome Tor Vergata, CEFIN & CEIS)

  • Roberta De Luca

    (Bank of Italy)

Abstract

The paper compares the final profitability of a cointegration-based pairs trading strategy when pairs of stocks are pre-selected by means of seven different measures. Some of the measures considered have been extensively used in the pairs trading literature, while others represent a novelty in this type of application. We find that pre-selection matters, since the excess returns remarkably vary, in terms of both average and variability, depending on the metrics used. Differences in profitability by pre-selection metrics are retrieved even after considering commissions and cut rules, market impact, a stricter definition of the Spread reversion to the equilibrium and alternative cointegration tests. Besides, the pairs trading profitability is found to be heterogeneous across the different pre-selection metrics also in terms of exposure to the systematic stock-market risk factors.

Suggested Citation

  • Marianna Brunetti & Roberta De Luca, 2023. "Pre-selection in cointegration-based pairs trading," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(5), pages 1611-1640, December.
    • Handle: RePEc:spr:stmapp:v:32:y:2023:i:5:d:10.1007_s10260-023-00702-4
    DOI: 10.1007/s10260-023-00702-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10260-023-00702-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10260-023-00702-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Cipollini, Andrea & Parla, Fabio, 2020. "Housing market shocks in italy: A GVAR approach," Journal of Housing Economics, Elsevier, vol. 50(C).
    2. Giuseppe Marotta, 2011. "Are defined contribution pension schemes socially sustainable? A conceptual map from a macroprudential perspective," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0028, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    3. Lyra, M. & Paha, J. & Paterlini, S. & Winker, P., 2010. "Optimization heuristics for determining internal rating grading scales," Computational Statistics & Data Analysis, Elsevier, vol. 54(11), pages 2693-2706, November.
    4. Rossi, Mariacristina & Sansone, Dario & van Soest, Arthur & Torricelli, Costanza, 2019. "Household preferences for socially responsible investments," Journal of Banking & Finance, Elsevier, vol. 105(C), pages 107-120.
    5. Riccardo Ferretti & Francesco Pattarin, 2008. "Is public information really public? The role of newspapers," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 08013, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    6. Marianna Brunetti & Elena Giarda & Costanza Torricelli, 2016. "Is Financial Fragility a Matter of Illiquidity? An Appraisal for Italian Households," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(4), pages 628-649, December.
    7. Binh Do & Robert Faff, 2012. "Are Pairs Trading Profits Robust To Trading Costs?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 35(2), pages 261-287, June.
    8. Yaldız Hanedar, Elmas & Broccardo, Eleonora & Bazzana, Flavio, 2014. "Collateral requirements of SMEs: The evidence from less-developed countries," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 106-121.
    9. Giovanni Gallo & Costanza Torricelli & Arthur van Soest, 2016. "Individual heterogeneity and pension choices: How to communicate an effective message?," Center for the Analysis of Public Policies (CAPP) 0136, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    10. Shiller, Robert J, 1989. " Comovements in Stock Prices and Comovements in Dividends," Journal of Finance, American Finance Association, vol. 44(3), pages 719-729, July.
    11. Silvia Muzzioli, 2010. "Towards a volatility index for the Italian stock market," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 10091, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    12. Forni, Mario & Di Bonaventura, Luca & Pattarin, Francesco, 2018. "The Forcasting Performance of Dynamic Factor Models with Vintage Data," CEPR Discussion Papers 13034, C.E.P.R. Discussion Papers.
    13. Heiko Jacobs & Martin Weber, 2016. "Losing sight of the trees for the forest? Attention allocation and anomalies," Quantitative Finance, Taylor & Francis Journals, vol. 16(11), pages 1679-1693, November.
    14. Paola Brighi & Valeria Venturelli, 2013. "The Effect Of Revenue And Geographic Diversification On Bank Performance," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0043, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    15. Stefano Cosma & Alessandro G. Grasso & Francesco Pagliacci & Alessia Pedrazzoli, 2018. "Is Equity Crowdfunding a Good Tool for Social Enterprises?," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 18022, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    16. Costanza Torricelli & Beatrice Bertelli, 2022. "ESG screening strategies and portfolio performance: how do they fare in periods of financial distress?," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0087, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    17. Stefano Cosma & Francesca Pancotto & Paola Vezzani, 2018. "Customer Complaining and Probability of Default in Consumer Credit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 18031, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    18. Chiara Pederzoli & Grid Thoma & Costanza Torricelli, 2011. "Modelling credit risk for innovative firms: the role of innovation measures," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0025, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    19. repec:ebl:ecbull:v:28:y:2003:i:41:p:a41 is not listed on IDEAS
    20. Dean Altshuler & Carlo Alberto Magni, 2015. "Introducing Aggregate Return on Investment as a Solution to the Contradiction Between Some PME Metrics and IRR," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0056, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    21. Elisabetta Gualandri & Andrea Landi & Valeria Venturelli, 2009. "Financial crisis and new dimensions of liquidity risk: rethinking prudential regulation and supervision," BANCARIA, Bancaria Editrice, vol. 7, pages 24-42, July.
    22. Nicolas Huck, 2013. "The high sensitivity of pairs trading returns," Applied Economics Letters, Taylor & Francis Journals, vol. 20(14), pages 1301-1304, September.
    23. Marianna Brunetti & Elena Giarda & Costanza Torricelli, 2020. "Financial Fragility across Europe and the US: The Role of Portfolio Choices, Household Features and Economic-institutional Setup," CEIS Research Paper 487, Tor Vergata University, CEIS, revised 28 May 2020.
    24. Marotta, Giuseppe, 2020. "Behind the success of dominated personal pension plans: sales force and financial literacy factors," Journal of Pension Economics and Finance, Cambridge University Press, vol. 19(4), pages 532-547, October.
    25. Gary W. Emery & Qingfeng (Wilson) Liu, 2002. "An analysis of the relationship between electricity and natural‐gas futures prices," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 22(2), pages 95-122, February.
    26. Nicolas Huck, 2013. "The high sensitivity of pairs trading returns," Post-Print hal-01369286, HAL.
    27. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    28. Valeria Venturelli & Giovanni Gallo & Alessia Pedrazzoli, 2019. "Birds of a feather flock together and get money from the crowd," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0080, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    29. Valeria Venturelli & Andrea Landi & Riccardo Ferretti & Stefano Cosma & Elisabetta Gualandri, 2021. "How does the financial market evaluate business models? Evidence from European banks," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 50(2), July.
    30. Nicolas Huck & Komivi Afawubo, 2015. "Pairs trading and selection methods: is cointegration superior?," Applied Economics, Taylor & Francis Journals, vol. 47(6), pages 599-613, February.
    31. Elisabetta Gualandri & Mario Noera, 2014. "Monitoring Systemic Risk: A Survey Of The Available Macroprudential Toolkit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 14111, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    32. Davide Ferrari & Sandra Paterlini, 2009. "The Maximum Lq-Likelihood Method: An Application to Extreme Quantile Estimation in Finance," Methodology and Computing in Applied Probability, Springer, vol. 11(1), pages 3-19, March.
    33. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    34. Elisabetta Gualandri & Enzo Mangone & Aldo Stanziale, 2011. "Internal Corporate Governance and the Financial Crisis: Lessons for Banks,Regulators and Supervisors," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 11111, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    35. Stefano Cosma & Alessandro G. Grasso & Francesco Pagliacci & Alessia Pedrazzoli, 2018. "Is Equity Crowdfunding a Good Tool for Social Enterprises?," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0067, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    36. Enrico Rubaltelli & Sergio Agnoli & Michela Rancan & Tiziana Pozzoli, 2015. "Emotional Intelligence and risk taking in investment decision-making," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 15107, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    37. Costanza Torricelli & Maria Cesira Urzì Brancati & Marco Santantonio, 2016. "Does Homeownership Partly Explain Low Participation in Supplementary Pension Schemes?," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 45(2), pages 179-203, July.
    38. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    39. Oleg Bondarenko, 2003. "Statistical Arbitrage and Securities Prices," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 875-919, July.
    40. Andrea Cipollini & Fabio Parla, 2018. "Housing Market Shocks in Italy: a GVAR approach," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 18041, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    41. Dean Altshuler & Carlo Alberto Magni, 2015. "Introducing Aggregate Return on Investment as a Solution to the Contradiction Between Some PME Metrics and IRR," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 15209, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    42. Riccardo Ferretti & Pierpaolo Pattitoni & Alex Castelli, 2019. "Security-voting structure and equity financing in the banking sector: ‘one head-one vote’ versus ‘one share-one vote’," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(4), pages 1063-1097, December.
    43. Massimo Baldini & Costanza Torricelli & Maria Cesira Urzì Brancati, 2014. "Family ties: occupational responses to cope with a household income shock," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0045, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    44. Narasimhan Jegadeesh & Sheridan Titman, 2001. "Profitability of Momentum Strategies: An Evaluation of Alternative Explanations," Journal of Finance, American Finance Association, vol. 56(2), pages 699-720, April.
    45. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    46. Riccardo Ferretti & Giovanni Gallo & Andrea Landi & Valeria Venturelli, 2018. "Market-Book Ratios of European Banks: What Does Explain the Structural Fall?," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0065, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    47. Cipollini, Andrea & Cascio, Iolanda Lo & Muzzioli, Silvia, 2015. "Volatility co-movements: A time-scale decomposition analysis," Journal of Empirical Finance, Elsevier, vol. 34(C), pages 34-44.
    48. Elisabetta Gualandri & Valeria Venturelli, 2013. "The financing of Italian firms and the credit crunch: findings and exit strategies," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 13101, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    49. Riccardo Ferretti & Pierpaolo Pattitoni & Anna Salinas, 2015. "The effectiveness of insider trading regulations: The case of the Italian tender offers," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 15309, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    50. David P. Simon, 1999. "The soybean crush spread: Empirical evidence and trading strategies," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 19(3), pages 271-289, May.
    51. Riccardo Ferretti & Francesca Pancotto & Enrico Rubaltelli, 2016. "A test of the Behavioral versus the Rational model of Persuasion in Financial Advertising," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0059, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    52. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    53. Chiara Pederzoli & Costanza Torricelli, 2010. "A parsimonious default prediction model for Italian SMEs," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0022, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    54. Enrico Rubaltelli & Sergio Agnoli & Michela Rancan & Tiziana Pozzoli, 2015. "Emotional Intelligence and risk taking in investment decision-making," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0053, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    55. Stefano Cosma & Riccardo Ferretti & Elisabetta Gualandri & Andrea Landi & Valeria Venturelli, 2017. "How Does Financial Market Evaluate Business Models? Evidence From European Banks," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 17105, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    56. Hossein Rad & Rand Kwong Yew Low & Robert Faff, 2016. "The profitability of pairs trading strategies: distance, cointegration and copula methods," Quantitative Finance, Taylor & Francis Journals, vol. 16(10), pages 1541-1558, October.
    57. Andrea Cipollini & Iolanda Lo Cascio & Silvia Muzzioli, 2015. "Financial connectedness among European volatility risk premia," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 15112, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    58. Riccardo Ferretti & Francesco Pattarin, 2008. "Is public information really public? The role of newspapers," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0008, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    59. Andrea Cipollini & Franco Fiordelisi, 2009. "The impact of bank concentration on financial distress: the case of the European banking system," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0014, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    60. Hansen, Peter Reinhard, 2005. "A Test for Superior Predictive Ability," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 365-380, October.
    61. Gianfranco Gianfelice & Giuseppe Marotta & Costanza Torricelli, 2015. "A liquidity risk index as a regulatory tool for systemically important banks? An empirical assessment across two financial crises," Applied Economics, Taylor & Francis Journals, vol. 47(2), pages 129-147, January.
    62. Chiara Pederzoli & Costanza Torricelli, 2010. "A parsimonious default prediction model for Italian SMEs," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 10061, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    63. Erdem, Orhan & Ceyhan, Elvan & Varli, Yusuf, 2014. "A new correlation coefficient for bivariate time-series data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 414(C), pages 274-284.
    64. Beatrice Bertelli & Gianna Boero & Costanza Torricelli, 2021. "The market price of greenness A factor pricing approach for Green Bonds," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0083, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    65. Thiemo Krink & Stefan Mittnik & Sandra Paterlini, 2009. "Differential evolution and combinatorial search for constrained index-tracking," Annals of Operations Research, Springer, vol. 172(1), pages 153-176, November.
    66. Elisabetta Gualandri & Andrea Landi & Valeria Venturelli, 2009. "Financial Crisis And New Dimensions Of Liquidity Risk: Rethinking Prudential Regulation And Supervision," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0013, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    67. Christopher Krauss, 2017. "Statistical Arbitrage Pairs Trading Strategies: Review And Outlook," Journal of Economic Surveys, Wiley Blackwell, vol. 31(2), pages 513-545, April.
    68. Anil Sharma & Neha Seth, 2012. "Literature review of stock market integration: a global perspective," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 4(1), pages 84-122, April.
    69. Elmas Yaldiz Hanedar & Eleonora Broccardo & Flavio Bazzana, 2012. "Collateral Requirements of SMEs:The Evidence from Less–Developed Countries," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0034, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    70. Costanza Torricelli & Maria Cesira Urzì Brancati & Marco Santantonio, 2016. "Does Homeownership Partly Explain Low Participation in Supplementary Pension Schemes?," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 45(2), pages 179-203, July.
    71. Massimo Baldini & Costanza Torricelli & Maria Cesira Urzì Brancati, 2014. "Family ties: occupational responses to cope with a household income shock," Center for the Analysis of Public Policies (CAPP) 0115, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    72. Riccardo Ferretti & Pierpaolo Pattitoni & Anna Salinas, 2015. "The effectiveness of insider trading regulations: The case of the Italian tender offers," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0057, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    73. Paul Berhanu Girma & Albert S. Paulson, 1999. "Risk arbitrage opportunities in petroleum futures spreads," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 19(8), pages 931-955, December.
    74. Davide Ferrari & Sandra Paterlini, 2007. "The Maximum Lq-Likelihood Method: an Application to Extreme Quantile Estimation in Finance," Department of Economics 555, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
    75. Elisabetta Gualandri & Valeria Venturelli, 2013. "The financing of Italian firms and the credit crunch: findings and exit strategies," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0041, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    76. Stefano Cosma & Francesca Pancotto & Paola Vezzani, 2018. "Customer Complaining and Probability of Default in Consumer Credit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0068, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    77. Marianna Brunetti & Elena Giarda & Costanza Torricelli, 2016. "Is Financial Fragility a Matter of Illiquidity? An Appraisal for Italian Households," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(4), pages 628-649, December.
    78. Maria Cristina Rossi & Dario Sansone & Costanza Torricelli & Arthur van Soest, 2018. "Household Preferences for Socially Responsible Investments," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 18021, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    79. Riccardo Ferretti & Francesca Pancotto & Enrico Rubaltelli, 2016. "A test of the Behavioral versus the Rational model of Persuasion in Financial Advertising," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 16105, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    80. Chiara Pederzoli & Grid Thoma & Costanza Torricelli, 2011. "Modelling credit risk for innovative firms: the role of innovation measures," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 11031, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    81. Elisabetta Gualandri & Mario Noera, 2014. "Monitoring Systemic Risk: A Survey Of The Available Macroprudential Toolkit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0050, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    82. Mahmoud Wahab & Richard Cohn & Malek Lashgari, 1994. "The gold‐silver spread: Integration, cointegration, predictability, and ex‐ante arbitrage," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 14(6), pages 709-756, September.
    83. Elisabetta Gualandri & Enzo Mangone & Aldo Stanziale, 2011. "Internal Corporate Governance and the Financial Crisis: Lessons for Banks,Regulators and Supervisors," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0029, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    84. Giuseppe Marotta, 2011. "Are defined contribution pension schemes socially sustainable? A conceptual map from a macroprudential perspective," Department of Economics 0671, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
    85. Gianfranco Gianfelice & Giuseppe Marotta & Costanza Torricelli, 2015. "A liquidity risk index as a regulatory tool for systemically important banks? An empirical assessment across two financial crises," Applied Economics, Taylor & Francis Journals, vol. 47(2), pages 129-147, January.
    86. Silvia Muzzioli, 2010. "Towards a volatility index for the Italian stock market," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0023, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    87. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    88. Thiemo Krink & Stefan Mittnik & Sandra Paterlini, 2009. "Differential evolution and combinatorial search for constrained index-tracking," Annals of Operations Research, Springer, vol. 172(1), pages 153-176, November.
    89. Sayat R. Baronyan & İ. İlkay Boduroğlu & Emrah Şener, 2010. "Investigation Of Stochastic Pairs Trading Strategies Under Different Volatility Regimes," Manchester School, University of Manchester, vol. 78(s1), pages 114-134, September.
    90. Joonsuk Lee, 2003. "Business & Economics Research Conference," Economics Bulletin, AccessEcon, vol. 28(41), pages 1-41.
    91. Andrea Cipollini & Iolanda Lo Cascio & Silvia Muzzioli, 2015. "Financial connectedness among European volatility risk premia," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0058, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    92. João Frois Caldeira & Gulherme Valle Moura, 2013. "Selection of a Portfolio of Pairs Based on Cointegration: A Statistical Arbitrage Strategy," Brazilian Review of Finance, Brazilian Society of Finance, vol. 11(1), pages 49-80.
    93. Riccardo Ferretti & Giovanni Gallo & Andrea Landi & Valeria Venturelli, 2018. "Market-Book Ratios of European Banks: What Does Explain the Structural Fall?," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 18011, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    94. Robert J. Shiller, 1989. "Comovements in Stock Prices and Comovements in Dividends," Journal of Finance, American Finance Association, vol. 44(3), pages 719-729, July.
    95. Paola Brighi & Valeria Venturelli, 2013. "The Effect Of Revenue And Geographic Diversification On Bank Performance," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 13103, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    96. Nicolas Huck & Komivi Afawubo, 2015. "Pairs trading and selection methods: is cointegration superior?," Post-Print hal-01369852, HAL.
    97. Giovanni Gallo & Costanza Torricelli & Arthur van Soest, 2016. "Individual heterogeneity and pension choices: How to communicate an effective message?," Center for the Analysis of Public Policies (CAPP) 0136, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    98. Marco Avellaneda & Jeong-Hyun Lee, 2010. "Statistical arbitrage in the US equities market," Quantitative Finance, Taylor & Francis Journals, vol. 10(7), pages 761-782.
    99. Massimo Baldini & Giovanni Gallo & Costanza Torricelli, 2017. "Past Income Scarcity and Current Perception of Financial Fragility," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0064, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    100. Giuseppe Marotta, 2018. "Why choosing dominated personal pension plans: sales force and financial literacy effects," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0072, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    101. Chiara Pederzoli & Costanza Torricelli, 2019. "The impact of the Fundamental Review of the Trading Book: A preliminary assessment on a stylized portfolio," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0075, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    102. Maria Grazia Iocca & Riccardo Ferretti, 2021. "Le offerte pubbliche di acquisto a venti anni dal Testo Unico della Finanza (Tender Offers in Italy Twenty Years After the Unified Finance Law)," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0082, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    103. Massimo Baldini & Giovanni Gallo & Costanza Torricelli, 2017. "Past Income Scarcity and Current Perception of Financial Fragility," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 17121, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    104. Cipollini, Andrea & Cascio, Iolanda Lo & Muzzioli, Silvia, 2015. "Volatility co-movements: A time-scale decomposition analysis," Journal of Empirical Finance, Elsevier, vol. 34(C), pages 34-44.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Beatrice Bertelli & Gianna Boero & Costanza Torricelli, 2021. "The market price of greenness A factor pricing approach for Green Bonds," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0083, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    2. Costanza Torricelli & Beatrice Bertelli, 2022. "ESG compliant optimal portfolios: The impact of ESG constraints on portfolio optimization in a sample of European stocks," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0088, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    3. Chiara Pederzoli & Costanza Torricelli, 2019. "The impact of the Fundamental Review of the Trading Book: A preliminary assessment on a stylized portfolio," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0075, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    4. Francesca Arnaboldi, Francesca Gioia, 2019. "Portfolio choice: Evidence from new-borns," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0078, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    5. Costanza Torricelli & Eleonora Pellati, 2022. "Social Bonds and the “Social Premiumâ€," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0085, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    6. Costanza Torricelli & Fabio Ferrari, 2022. "Climate Stress Test: bad (or good) news for the market? An Event Study Analysis on Euro Zone Banks," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0086, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    7. Stefano Cosma & Francesca Pancotto & Paola Vezzani, 2018. "Customer Complaining and Probability of Default in Consumer Credit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0068, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    8. Stefano Cosma & Francesca Pancotto & Paola Vezzani, 2018. "Customer Complaining and Probability of Default in Consumer Credit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 18031, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    9. Massimo Baldini & Giovanni Gallo & Costanza Torricelli, 2017. "Past Income Scarcity and Current Perception of Financial Fragility," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0064, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    10. Massimo Baldini & Giovanni Gallo & Costanza Torricelli, 2017. "Past Income Scarcity and Current Perception of Financial Fragility," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 17121, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    11. Dean Altshuler & Carlo Alberto Magni, 2015. "Introducing Aggregate Return on Investment as a Solution to the Contradiction Between Some PME Metrics and IRR," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0056, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    12. Enrico Rubaltelli & Sergio Agnoli & Michela Rancan & Tiziana Pozzoli, 2015. "Emotional Intelligence and risk taking in investment decision-making," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 15107, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    13. Elena Giarda & Gloria Moroni, 2018. "The Degree of Poverty Persistence and the Role of Regional Disparities in Italy in Comparison with France, Spain and the UK," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 163-202, February.
    14. Carlo Alberto Magni, 2015. "Pseudo-naïve approaches to investment performance measurement," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 15021, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    15. Carlo Alberto Magni, 2015. "Pseudo-naïve approaches to investment performance measurement," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0051, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    16. Elisabetta Gualandri & Mario Noera, 2014. "Monitoring Systemic Risk: A Survey Of The Available Macroprudential Toolkit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0050, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    17. Elisabetta Gualandri & Mario Noera, 2014. "Towards A Macroprudential Policy In The Eu: Main Issues," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0049, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    18. Elena Giarda & Gloria Moroni, 2018. "The Degree of Poverty Persistence and the Role of Regional Disparities in Italy in Comparison with France, Spain and the UK," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 163-202, February.
    19. Enrico Rubaltelli & Sergio Agnoli & Michela Rancan & Tiziana Pozzoli, 2015. "Emotional Intelligence and risk taking in investment decision-making," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0053, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    20. Elisabetta Gualandri & Mario Noera, 2014. "Towards A Macroprudential Policy In The Eu: Main Issues," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 14110, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".

    More about this item

    Keywords

    Pairs trading; Pre-selection; Cointegration; Spectral coherence; Risk factors;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General
    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:stmapp:v:32:y:2023:i:5:d:10.1007_s10260-023-00702-4. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.