mvDFA

Multivariate Detrended Fluctuation Analysis

CRAN Package

This R package provides an implementation of multivariate extensions of a well-known fractal analysis technique, Detrended Fluctuations Analysis (DFA; Peng et al., 1995https://doi.org/10.1063%2F1.166141), for multivariate time series: multivariate DFA (mvDFA). Several coefficients are implemented that take into account the correlation structure of the multivariate time series to varying degrees. These coefficients may be used to analyze long memory and changes in the dynamic structure that would by univariate DFA. Therefore, this R package aims to extend and complement the original univariate DFA (Peng et al., 1995) for estimating the scaling properties of nonstationary time series.

  • Version0.0.4
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release06/15/2023

Documentation


Team


Insights

Last 30 days

This package has been downloaded 182 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.

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0 downloadsMar 16, 2025
0 downloadsMar 17, 2025
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5 downloadsMar 22, 2025
4 downloadsMar 23, 2025
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5 downloadsMar 30, 2025
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15 downloadsApr 12, 2025
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15 downloadsApr 15, 2025
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4 downloadsApr 17, 2025
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3 downloadsApr 20, 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 2,315 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Jun 10, 2024 with 112 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

  • Imports6 packages
  • Suggests2 packages