BayesCACE

Bayesian Model for CACE Analysis

CRAN Package

Performs CACE (Complier Average Causal Effect analysis) on either a single study or meta-analysis of datasets with binary outcomes, using either complete or incomplete noncompliance information. Our package implements the Bayesian methods proposed in Zhou et al. (2019) doi:10.1111/biom.13028, which introduces a Bayesian hierarchical model for estimating CACE in meta-analysis of clinical trials with noncompliance, and Zhou et al. (2021) doi:10.1080/01621459.2021.1900859, with an application example on Epidural Analgesia.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 274 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 8 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
8 downloadsMar 6, 2025
11 downloadsMar 7, 2025
6 downloadsMar 8, 2025
4 downloadsMar 9, 2025
7 downloadsMar 10, 2025
17 downloadsMar 11, 2025
9 downloadsMar 12, 2025
9 downloadsMar 13, 2025
9 downloadsMar 14, 2025
17 downloadsMar 15, 2025
6 downloadsMar 16, 2025
8 downloadsMar 17, 2025
5 downloadsMar 18, 2025
15 downloadsMar 19, 2025
18 downloadsMar 20, 2025
9 downloadsMar 21, 2025
11 downloadsMar 22, 2025
12 downloadsMar 23, 2025
12 downloadsMar 24, 2025
4 downloadsMar 25, 2025
7 downloadsMar 26, 2025
7 downloadsMar 27, 2025
14 downloadsMar 28, 2025
5 downloadsMar 29, 2025
4 downloadsMar 30, 2025
10 downloadsMar 31, 2025
10 downloadsApr 1, 2025
9 downloadsApr 2, 2025
3 downloadsApr 3, 2025
8 downloadsApr 4, 2025
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 3,942 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 May 08, 2024 with 37 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

  • Depends1 package
  • Imports5 packages
  • Suggests1 package