beanz

Bayesian Analysis of Heterogeneous Treatment Effect

CRAN Package

It is vital to assess the heterogeneity of treatment effects (HTE) when making health care decisions for an individual patient or a group of patients. Nevertheless, it remains challenging to evaluate HTE based on information collected from clinical studies that are often designed and conducted to evaluate the efficacy of a treatment for the overall population. The Bayesian framework offers a principled and flexible approach to estimate and compare treatment effects across subgroups of patients defined by their characteristics. This package allows users to explore a wide range of Bayesian HTE analysis models, and produce posterior inferences about HTE. See Wang et al. (2018) doi:10.18637/jss.v085.i07 for further details.


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Last 30 days

This package has been downloaded 431 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 25 times.

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11 downloadsFeb 16, 2025
16 downloadsFeb 17, 2025
7 downloadsFeb 18, 2025
27 downloadsFeb 19, 2025
43 downloadsFeb 20, 2025
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33 downloadsFeb 22, 2025
11 downloadsFeb 23, 2025
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33 downloadsMar 15, 2025
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25 downloadsMar 17, 2025
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0 downloadsMar 21, 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 4,275 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 Feb 20, 2025 with 43 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

  • Depends1 package
  • Imports5 packages
  • Suggests7 packages
  • Linking To6 packages