mcmc

Markov Chain Monte Carlo

CRAN Package

Simulates continuous distributions of random vectors using Markov chain Monte Carlo (MCMC). Users specify the distribution by an R function that evaluates the log unnormalized density. Algorithms are random walk Metropolis algorithm (function metrop), simulated tempering (function temper), and morphometric random walk Metropolis (Johnson and Geyer, 2012, doi:10.1214/12-AOS1048, function morph.metrop), which achieves geometric ergodicity by change of variable.


Documentation


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Insights

Last 30 days

This package has been downloaded 14,239 times in the last 30 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 590 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
658 downloadsMar 3, 2025
466 downloadsMar 4, 2025
514 downloadsMar 5, 2025
687 downloadsMar 6, 2025
488 downloadsMar 7, 2025
263 downloadsMar 8, 2025
246 downloadsMar 9, 2025
626 downloadsMar 10, 2025
751 downloadsMar 11, 2025
505 downloadsMar 12, 2025
526 downloadsMar 13, 2025
505 downloadsMar 14, 2025
278 downloadsMar 15, 2025
230 downloadsMar 16, 2025
571 downloadsMar 17, 2025
618 downloadsMar 18, 2025
493 downloadsMar 19, 2025
502 downloadsMar 20, 2025
458 downloadsMar 21, 2025
302 downloadsMar 22, 2025
324 downloadsMar 23, 2025
571 downloadsMar 24, 2025
558 downloadsMar 25, 2025
638 downloadsMar 26, 2025
478 downloadsMar 27, 2025
453 downloadsMar 28, 2025
208 downloadsMar 29, 2025
253 downloadsMar 30, 2025
479 downloadsMar 31, 2025
590 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
208
751

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 167,579 times in the last 365 days. Practically an academic rockstar! That's enough downloads to cause murmurs at international conferences. The day with the most downloads was Jul 12, 2024 with 1,505 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

  • Suggests2 packages
  • Reverse Imports5 packages
  • Reverse Suggests3 packages