hmclearn

Fit Statistical Models Using Hamiltonian Monte Carlo

CRAN Package

Provide users with a framework to learn the intricacies of the Hamiltonian Monte Carlo algorithm with hands-on experience by tuning and fitting their own models. All of the code is written in R. Theoretical references are listed below:. Neal, Radford (2011) "Handbook of Markov Chain Monte Carlo" ISBN: 978-1420079418, Betancourt, Michael (2017) "A Conceptual Introduction to Hamiltonian Monte Carlo" doi:10.48550/arXiv.1701.02434, Thomas, S., Tu, W. (2020) "Learning Hamiltonian Monte Carlo in R" doi:10.48550/arXiv.2006.16194, Gelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, A., & Rubin, D. B. (2013) "Bayesian Data Analysis" ISBN: 978-1439840955, Agresti, Alan (2015) "Foundations of Linear and Generalized Linear Models ISBN: 978-1118730034, Pinheiro, J., Bates, D. (2006) "Mixed-effects Models in S and S-Plus" ISBN: 978-1441903174.

  • Version0.0.5
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Languageen-US
  • Last release10/05/2020

Documentation


Team


Insights

Last 30 days

This package has been downloaded 163 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.

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

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 2,118 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Nov 25, 2024 with 32 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

  • Imports3 packages
  • Suggests10 packages