EBMAforecast

Estimate Ensemble Bayesian Model Averaging Forecasts using Gibbs Sampling or EM-Algorithms

CRAN Package

Create forecasts from multiple predictions using ensemble Bayesian model averaging (EBMA). EBMA models can be estimated using an expectation maximization (EM) algorithm or as fully Bayesian models via Gibbs sampling. The methods in this package are Montgomery, Hollenbach, and Ward (2015) doi:10.1016/j.ijforecast.2014.08.001 and Montgomery, Hollenbach, and Ward (2012) doi:10.1093/pan/mps002.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 539 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 26 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
22 downloadsMar 3, 2025
26 downloadsMar 4, 2025
35 downloadsMar 5, 2025
16 downloadsMar 6, 2025
11 downloadsMar 7, 2025
16 downloadsMar 8, 2025
8 downloadsMar 9, 2025
22 downloadsMar 10, 2025
22 downloadsMar 11, 2025
13 downloadsMar 12, 2025
19 downloadsMar 13, 2025
9 downloadsMar 14, 2025
28 downloadsMar 15, 2025
7 downloadsMar 16, 2025
15 downloadsMar 17, 2025
23 downloadsMar 18, 2025
16 downloadsMar 19, 2025
27 downloadsMar 20, 2025
32 downloadsMar 21, 2025
15 downloadsMar 22, 2025
10 downloadsMar 23, 2025
17 downloadsMar 24, 2025
14 downloadsMar 25, 2025
11 downloadsMar 26, 2025
16 downloadsMar 27, 2025
30 downloadsMar 28, 2025
10 downloadsMar 29, 2025
13 downloadsMar 30, 2025
10 downloadsMar 31, 2025
26 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
7
35

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 8,517 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Apr 17, 2024 with 62 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
  • Linking To1 package
  • Reverse Imports1 package