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PeerPerformance

PeerPerformance is an R package for the peer-performance evaluation of financial investments with luck-correction. In particular, it implements the peer performance ratios of Ardia and Boudt (2018) which measure the percentage of peers a focal fund outperforms and underperforms, after correction for luck. It is useful for fund or portfolio managers to benchmark their investments or screen a universe of new funds. In addition, it implements the testing framework for the Sharpe and modified Sharpe ratios, described in Ledoit and Wolf (2008) and Ardia and Boudt (2015).

Please cite the package in publications!

By using PeerPerformance you agree to the following rules:

  1. You must cite Ardia and Boudt (2018) in working papers and published papers that use PeerPerformance.
  2. You must place the following URL in a footnote to help others find PeerPerformance: https://CRAN.R-project.org/package=PeerPerformance
  3. You assume all risk for the use of PeerPerformance.

Ardia, D., Boudt, K. (2018).
The peer performance ratios of hedge funds.
Journal of Banking and Finance, 87, 351-368.
https://doi.org/10.1016/j.jbankfin.2017.10.014
https://doi.org/10.2139/ssrn.2000901

Other references

Ardia, D., Boudt, K. (2015). Testing equality of modified Sharpe ratios.
Finance Research Letters, 13, 97-104.
https://doi.org/10.1016/j.frl.2015.02.008
https://doi.org/10.2139/ssrn.2516591

Ledoit, O., Wolf, M. (2008).
Robust performance hypothesis testing with the Sharpe ratio.
Journal of Empirical Finance, 15(5), 850-859.

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Version

Install

install.packages('PeerPerformance')

Monthly Downloads

771

Version

2.2.5

License

GPL (>= 2)

Issues

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Maintainer

David Ardia

Last Published

May 16th, 2021

Functions in PeerPerformance (2.2.5)

alphaScreening

Screening using the alpha outperformance ratio
PeerPerformance

PeerPerformance: Luck-corrected peer performance analysis in R
hfdata

Hedge fund data
sharpeScreening

Screening using the Sharpe outperformance ratio
sharpe

Compute Sharpe ratio
msharpeTesting

Testing the difference of modified Sharpe ratios
msharpe

Compute modified Sharpe ratio
sharpeTesting

Testing the difference of Sharpe ratios
msharpeScreening

Screening using the modified Sharpe outperformance ratio