HTLR

Bayesian Logistic Regression with Heavy-Tailed Priors

CRAN Package

Efficient Bayesian multinomial logistic regression based on heavy-tailed (hyper-LASSO, non-convex) priors. The posterior of coefficients and hyper-parameters is sampled with restricted Gibbs sampling for leveraging the high-dimensionality and Hamiltonian Monte Carlo for handling the high-correlation among coefficients. A detailed description of the method: Li and Yao (2018), Journal of Statistical Computation and Simulation, 88:14, 2827-2851, doi:10.48550/arXiv.1405.3319.


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Insights

Last 30 days

This package has been downloaded 233 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 11 times.

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

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 3,602 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 21, 2024 with 150 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


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Dependencies

  • Imports4 packages
  • Suggests6 packages
  • Linking To2 packages