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 238 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
23 downloadsMar 4, 2025
9 downloadsMar 5, 2025
2 downloadsMar 6, 2025
6 downloadsMar 7, 2025
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2 downloadsMar 9, 2025
5 downloadsMar 10, 2025
12 downloadsMar 11, 2025
7 downloadsMar 12, 2025
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5 downloadsMar 22, 2025
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4 downloadsMar 25, 2025
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13 downloadsMar 28, 2025
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2 downloadsMar 31, 2025
12 downloadsApr 1, 2025
7 downloadsApr 2, 2025
0 downloadsApr 3, 2025
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0 downloadsApr 5, 2025
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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 3,240 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 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