Provide functionality to manage, clean and match highfrequency trades and quotes data, calculate various liquidity measures, estimate and forecast volatility, detect price jumps and investigate microstructure noise and intraday periodicity. A detailed vignette can be found in the paper "Analyzing Intraday Financial Data in R: The highfrequency Package" by Boudt, Kleen, and Sjoerup (2022, <doi:10.18637/jss.v104.i08>). The DOI in the CITATION is for a new Journal of Statistical Software publication that will be registered after publication on CRAN. A working paper version can be found on SSRN: <doi:10.2139/ssrn.3917548>.
Package details |
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Maintainer | |
License | GPL (>= 2) |
Version | 1.0.0 |
URL | https://github.com/jonathancornelissen/highfrequency |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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