conformalbayes

Jackknife(+) Predictive Intervals for Bayesian Models

CRAN Package

Provides functions to construct finite-sample calibrated predictive intervals for Bayesian models, following the approach in Barber et al. (2021) doi:10.1214/20-AOS1965. These intervals are calculated efficiently using importance sampling for the leave-one-out residuals. By default, the intervals will also reflect the relative uncertainty in the Bayesian model, using the locally-weighted conformal methods of Lei et al. (2018) doi:10.1080/01621459.2017.1307116.


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Insights

Last 30 days

This package has been downloaded 255 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 8 times.

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

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 3,245 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Sep 11, 2024 with 29 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


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Dependencies

  • Imports4 packages
  • Suggests6 packages