highfrequency

Tools for Highfrequency Data Analysis

CRAN Package

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 open-access paper "Analyzing Intraday Financial Data in R: The highfrequency Package" by Boudt, Kleen, and Sjoerup (2022, doi:10.18637/jss.v104.i08).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,679 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 34 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
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62 downloadsFeb 15, 2025
41 downloadsFeb 16, 2025
57 downloadsFeb 17, 2025
60 downloadsFeb 18, 2025
74 downloadsFeb 19, 2025
97 downloadsFeb 20, 2025
62 downloadsFeb 21, 2025
54 downloadsFeb 22, 2025
44 downloadsFeb 23, 2025
69 downloadsFeb 24, 2025
48 downloadsFeb 25, 2025
50 downloadsFeb 26, 2025
99 downloadsFeb 27, 2025
37 downloadsFeb 28, 2025
34 downloadsMar 1, 2025
43 downloadsMar 2, 2025
57 downloadsMar 3, 2025
68 downloadsMar 4, 2025
87 downloadsMar 5, 2025
33 downloadsMar 6, 2025
35 downloadsMar 7, 2025
36 downloadsMar 8, 2025
36 downloadsMar 9, 2025
50 downloadsMar 10, 2025
59 downloadsMar 11, 2025
41 downloadsMar 12, 2025
87 downloadsMar 13, 2025
41 downloadsMar 14, 2025
84 downloadsMar 15, 2025
34 downloadsMar 16, 2025
0 downloadsMar 17, 2025
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0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 19,616 times in the last 365 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The day with the most downloads was Jul 21, 2024 with 182 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports10 packages
  • Suggests7 packages
  • Linking To2 packages