adaptMCMC

Implementation of a Generic Adaptive Monte Carlo Markov Chain Sampler

CRAN Package

Enables sampling from arbitrary distributions if the log density is known up to a constant; a common situation in the context of Bayesian inference. The implemented sampling algorithm was proposed by Vihola (2012) doi:10.1007/s11222-011-9269-5 and achieves often a high efficiency by tuning the proposal distributions to a user defined acceptance rate.


Team


Insights

Last 30 days

This package has been downloaded 1,081 times in the last 30 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 38 times.

Sun
Mon
Tue
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Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
65 downloadsMar 4, 2025
49 downloadsMar 5, 2025
37 downloadsMar 6, 2025
26 downloadsMar 7, 2025
14 downloadsMar 8, 2025
34 downloadsMar 9, 2025
44 downloadsMar 10, 2025
24 downloadsMar 11, 2025
44 downloadsMar 12, 2025
30 downloadsMar 13, 2025
25 downloadsMar 14, 2025
33 downloadsMar 15, 2025
13 downloadsMar 16, 2025
55 downloadsMar 17, 2025
24 downloadsMar 18, 2025
46 downloadsMar 19, 2025
42 downloadsMar 20, 2025
20 downloadsMar 21, 2025
17 downloadsMar 22, 2025
30 downloadsMar 23, 2025
47 downloadsMar 24, 2025
28 downloadsMar 25, 2025
24 downloadsMar 26, 2025
30 downloadsMar 27, 2025
35 downloadsMar 28, 2025
10 downloadsMar 29, 2025
27 downloadsMar 30, 2025
122 downloadsMar 31, 2025
48 downloadsApr 1, 2025
38 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
10
122

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 10,904 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 Mar 31, 2025 with 122 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

  • Depends2 packages
  • Imports1 package
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