WaveletGBM

Wavelet Based Gradient Boosting Method

CRAN Package

Wavelet decomposition method is very useful for modelling noisy time series data. Wavelet decomposition using 'haar' algorithm has been implemented to developed hybrid Wavelet GBM (Gradient Boosting Method) model for time series forecasting using algorithm by Anjoy and Paul (2017) doi:10.1007/s00521-017-3289-9.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release04/07/2023

Team


Insights

Last 30 days

This package has been downloaded 191 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 6 times.

Sun
Mon
Tue
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Sat
0 downloadsMar 23, 2025
0 downloadsMar 24, 2025
4 downloadsMar 25, 2025
8 downloadsMar 26, 2025
5 downloadsMar 27, 2025
5 downloadsMar 28, 2025
8 downloadsMar 29, 2025
2 downloadsMar 30, 2025
2 downloadsMar 31, 2025
5 downloadsApr 1, 2025
6 downloadsApr 2, 2025
1 downloadsApr 3, 2025
7 downloadsApr 4, 2025
8 downloadsApr 5, 2025
4 downloadsApr 6, 2025
4 downloadsApr 7, 2025
4 downloadsApr 8, 2025
7 downloadsApr 9, 2025
3 downloadsApr 10, 2025
11 downloadsApr 11, 2025
22 downloadsApr 12, 2025
8 downloadsApr 13, 2025
9 downloadsApr 14, 2025
11 downloadsApr 15, 2025
8 downloadsApr 16, 2025
4 downloadsApr 17, 2025
11 downloadsApr 18, 2025
5 downloadsApr 19, 2025
3 downloadsApr 20, 2025
5 downloadsApr 21, 2025
5 downloadsApr 22, 2025
6 downloadsApr 23, 2025
0 downloadsApr 24, 2025
0 downloadsApr 25, 2025
0 downloadsApr 26, 2025
1
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 2,205 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 06, 2024 with 23 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

  • Imports7 packages