smoothic

Variable Selection Using a Smooth Information Criterion

CRAN Package

Implementation of the SIC epsilon-telescope method, either using single or distributional (multiparameter) regression. Includes classical regression with normally distributed errors and robust regression, where the errors are from the Laplace distribution. The "smooth generalized normal distribution" is used, where the estimation of an additional shape parameter allows the user to move smoothly between both types of regression. See O'Neill and Burke (2022) "Robust Distributional Regression with Automatic Variable Selection" for more details. doi:10.48550/arXiv.2212.07317. This package also contains the data analyses from O'Neill and Burke (2023). "Variable selection using a smooth information criterion for distributional regression models". doi:10.1007/s11222-023-10204-8.

  • Version1.2.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release08/22/2023

Documentation


Team


Insights

Last 30 days

This package has been downloaded 250 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. 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
6 downloadsMar 3, 2025
14 downloadsMar 4, 2025
12 downloadsMar 5, 2025
4 downloadsMar 6, 2025
5 downloadsMar 7, 2025
16 downloadsMar 8, 2025
4 downloadsMar 9, 2025
6 downloadsMar 10, 2025
11 downloadsMar 11, 2025
4 downloadsMar 12, 2025
12 downloadsMar 13, 2025
5 downloadsMar 14, 2025
13 downloadsMar 15, 2025
6 downloadsMar 16, 2025
2 downloadsMar 17, 2025
13 downloadsMar 18, 2025
7 downloadsMar 19, 2025
10 downloadsMar 20, 2025
9 downloadsMar 21, 2025
6 downloadsMar 22, 2025
4 downloadsMar 23, 2025
13 downloadsMar 24, 2025
5 downloadsMar 25, 2025
14 downloadsMar 26, 2025
4 downloadsMar 27, 2025
17 downloadsMar 28, 2025
2 downloadsMar 29, 2025
13 downloadsMar 30, 2025
2 downloadsMar 31, 2025
11 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
2
17

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 3,739 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 Jul 21, 2024 with 154 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

  • Imports11 packages
  • Suggests2 packages