WaveletArima

Wavelet-ARIMA Model for Time Series Forecasting

CRAN Package

Noise in the time-series data significantly affects the accuracy of the ARIMA model. Wavelet transformation decomposes the time series data into subcomponents to reduce the noise and help to improve the model performance. The wavelet-ARIMA model can achieve higher prediction accuracy than the traditional ARIMA model. This package provides Wavelet-ARIMA model for time series forecasting based on the algorithm by Aminghafari and Poggi (2012) and Paul and Anjoy (2018) doi:10.1142/S0219691307002002 doi:10.1007/s00704-017-2271-x.

  • Version0.1.2
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release07/02/2022

Team


Insights

Last 30 days

This package has been downloaded 155 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 11 times.

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

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 2,088 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jun 07, 2024 with 30 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

  • Imports3 packages
  • Reverse Imports1 package