freqdom

Frequency Domain Based Analysis: Dynamic PCA

CRAN Package

Implementation of dynamic principal component analysis (DPCA), simulation of VAR and VMA processes and frequency domain tools. These frequency domain methods for dimensionality reduction of multivariate time series were introduced by David Brillinger in his book Time Series (1974). We follow implementation guidelines as described in Hormann, Kidzinski and Hallin (2016), Dynamic Functional Principal Component doi:10.1111/rssb.12076.

  • Version2.0.5
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release04/06/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 343 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 13 times.

Sun
Mon
Tue
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Thu
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Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
14 downloadsMar 4, 2025
22 downloadsMar 5, 2025
13 downloadsMar 6, 2025
7 downloadsMar 7, 2025
11 downloadsMar 8, 2025
20 downloadsMar 9, 2025
9 downloadsMar 10, 2025
13 downloadsMar 11, 2025
12 downloadsMar 12, 2025
8 downloadsMar 13, 2025
3 downloadsMar 14, 2025
15 downloadsMar 15, 2025
5 downloadsMar 16, 2025
16 downloadsMar 17, 2025
10 downloadsMar 18, 2025
9 downloadsMar 19, 2025
15 downloadsMar 20, 2025
11 downloadsMar 21, 2025
12 downloadsMar 22, 2025
8 downloadsMar 23, 2025
8 downloadsMar 24, 2025
21 downloadsMar 25, 2025
9 downloadsMar 26, 2025
6 downloadsMar 27, 2025
18 downloadsMar 28, 2025
11 downloadsMar 29, 2025
4 downloadsMar 30, 2025
4 downloadsMar 31, 2025
16 downloadsApr 1, 2025
13 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
3
22

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 5,357 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Jul 21, 2024 with 73 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

  • Depends2 packages
  • Suggests4 packages
  • Reverse Depends1 package
  • Reverse Imports3 packages