bang

Bayesian Analysis, No Gibbs

CRAN Package

Provides functions for the Bayesian analysis of some simple commonly-used models, without using Markov Chain Monte Carlo (MCMC) methods such as Gibbs sampling. The 'rust' package https://cran.r-project.org/package=rust is used to simulate a random sample from the required posterior distribution, using the generalized ratio-of-uniforms method. See Wakefield, Gelfand and Smith (1991) doi:10.1007/BF01889987 for details. At the moment three conjugate hierarchical models are available: beta-binomial, gamma-Poisson and a 1-way analysis of variance (ANOVA).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 698 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 12 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
17 downloadsMar 5, 2025
8 downloadsMar 6, 2025
9 downloadsMar 7, 2025
55 downloadsMar 8, 2025
7 downloadsMar 9, 2025
11 downloadsMar 10, 2025
21 downloadsMar 11, 2025
23 downloadsMar 12, 2025
68 downloadsMar 13, 2025
10 downloadsMar 14, 2025
17 downloadsMar 15, 2025
10 downloadsMar 16, 2025
41 downloadsMar 17, 2025
41 downloadsMar 18, 2025
13 downloadsMar 19, 2025
23 downloadsMar 20, 2025
19 downloadsMar 21, 2025
11 downloadsMar 22, 2025
9 downloadsMar 23, 2025
68 downloadsMar 24, 2025
8 downloadsMar 25, 2025
14 downloadsMar 26, 2025
12 downloadsMar 27, 2025
70 downloadsMar 28, 2025
5 downloadsMar 29, 2025
13 downloadsMar 30, 2025
8 downloadsMar 31, 2025
67 downloadsApr 1, 2025
8 downloadsApr 2, 2025
12 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
5
70

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 10,745 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Jul 20, 2024 with 94 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

  • Imports2 packages
  • Suggests5 packages
  • Reverse Suggests1 package