sbde

Semiparametric Bayesian Density Estimation

CRAN Package

Offers Bayesian semiparametric density estimation and tail-index estimation for heavy tailed data, by using a parametric, tail-respecting transformation of the data to the unit interval and then modeling the transformed data with a purely nonparametric logistic Gaussian process density prior. Based on Tokdar et al. (2022) doi:10.1080/01621459.2022.2104727.

  • Version1.0-1
  • R version≥ 2.6
  • LicenseGPL-2
  • Needs compilation?Yes
  • Last release02/16/2024

Team


Insights

Last 30 days

This package has been downloaded 138 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 4 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
0 downloadsMar 6, 2025
3 downloadsMar 7, 2025
2 downloadsMar 8, 2025
2 downloadsMar 9, 2025
3 downloadsMar 10, 2025
7 downloadsMar 11, 2025
5 downloadsMar 12, 2025
9 downloadsMar 13, 2025
3 downloadsMar 14, 2025
6 downloadsMar 15, 2025
3 downloadsMar 16, 2025
1 downloadsMar 17, 2025
6 downloadsMar 18, 2025
6 downloadsMar 19, 2025
9 downloadsMar 20, 2025
6 downloadsMar 21, 2025
4 downloadsMar 22, 2025
2 downloadsMar 23, 2025
6 downloadsMar 24, 2025
5 downloadsMar 25, 2025
3 downloadsMar 26, 2025
12 downloadsMar 27, 2025
5 downloadsMar 28, 2025
3 downloadsMar 29, 2025
8 downloadsMar 30, 2025
3 downloadsMar 31, 2025
4 downloadsApr 1, 2025
3 downloadsApr 2, 2025
2 downloadsApr 3, 2025
3 downloadsApr 4, 2025
4 downloadsApr 5, 2025
1
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 1,789 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 Sep 11, 2024 with 24 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