bayesRecon

Probabilistic Reconciliation via Conditioning

CRAN Package

Provides methods for probabilistic reconciliation of hierarchical forecasts of time series. The available methods include analytical Gaussian reconciliation (Corani et al., 2021) doi:10.1007/978-3-030-67664-3_13, MCMC reconciliation of count time series (Corani et al., 2024) doi:10.1016/j.ijforecast.2023.04.003, Bottom-Up Importance Sampling (Zambon et al., 2024) doi:10.1007/s11222-023-10343-y, methods for the reconciliation of mixed hierarchies (Mix-Cond and TD-cond) (Zambon et al., 2024. The 40th Conference on Uncertainty in Artificial Intelligence, accepted).


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Insights

Last 30 days

This package has been downloaded 600 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 60 times.

Sun
Mon
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0 downloadsMar 2, 2025
8 downloadsMar 3, 2025
53 downloadsMar 4, 2025
24 downloadsMar 5, 2025
12 downloadsMar 6, 2025
9 downloadsMar 7, 2025
43 downloadsMar 8, 2025
4 downloadsMar 9, 2025
10 downloadsMar 10, 2025
11 downloadsMar 11, 2025
10 downloadsMar 12, 2025
48 downloadsMar 13, 2025
6 downloadsMar 14, 2025
18 downloadsMar 15, 2025
4 downloadsMar 16, 2025
33 downloadsMar 17, 2025
22 downloadsMar 18, 2025
16 downloadsMar 19, 2025
14 downloadsMar 20, 2025
18 downloadsMar 21, 2025
10 downloadsMar 22, 2025
8 downloadsMar 23, 2025
50 downloadsMar 24, 2025
11 downloadsMar 25, 2025
12 downloadsMar 26, 2025
5 downloadsMar 27, 2025
57 downloadsMar 28, 2025
10 downloadsMar 29, 2025
7 downloadsMar 30, 2025
7 downloadsMar 31, 2025
60 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
4
60

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 7,122 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Feb 20, 2025 with 78 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

  • Imports1 package
  • Suggests6 packages