Provides functions to perform the peer performance analysis of funds' returns as described in Ardia and Boudt (2018) <doi:10.1016/j.jbankfin.2017.10.014>. For each fund, the package estimates the proportion of peers it outperforms, is equalled by, and is outperformed by, correcting for luck with the false discovery approach of Storey (2002) <doi:10.1111/1467-9868.00346>. Screenings can be based on factor-model alphas, Sharpe ratios, or modified Sharpe ratios, the latter using the equality test of Ardia and Boudt (2015) <doi:10.1016/j.frl.2015.02.008>. Funds can be screened within a universe or against a separate peer group, over rolling windows, and results come with bootstrap confidence intervals, summary, plot, and tidy data frame methods.
Package details |
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| Author | David Ardia [aut, cre, cph, fnd] (ORCID: <https://orcid.org/0000-0003-2823-782X>), Nabil Bouamara [ctb], Kris Boudt [aut] (ORCID: <https://orcid.org/0000-0002-1000-5142>), Sebastien Legros [ctb], Murilo Andre Peres Pereira [ctb] (ORCID: <https://orcid.org/0009-0007-0086-4801>), Benjamin Seguin [ctb] |
| Maintainer | David Ardia <david.ardia.ch@gmail.com> |
| License | GPL (>= 2) |
| Version | 2.4.0 |
| URL | https://github.com/ArdiaD/PeerPerformance |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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