SOP

Generalised Additive P-Spline Regression Models Estimation

CRAN Package

Generalised additive P-spline regression models estimation using the separation of overlapping precision matrices (SOP) method. Estimation is based on the equivalence between P-splines and linear mixed models, and variance/smoothing parameters are estimated based on restricted maximum likelihood (REML). The package enables users to estimate P-spline models with overlapping penalties. Based on the work described in Rodriguez-Alvarez et al. (2015) doi:10.1007/s11222-014-9464-2; Rodriguez-Alvarez et al. (2019) doi:10.1007/s11222-018-9818-2, and Eilers and Marx (1996) doi:10.1214/ss/1038425655.

  • Version1.0-1
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release09/15/2023

Team


Insights

Last 30 days

This package has been downloaded 192 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 3 times.

Sun
Mon
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Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
0 downloadsFeb 13, 2025
0 downloadsFeb 14, 2025
7 downloadsFeb 15, 2025
3 downloadsFeb 16, 2025
9 downloadsFeb 17, 2025
4 downloadsFeb 18, 2025
7 downloadsFeb 19, 2025
18 downloadsFeb 20, 2025
3 downloadsFeb 21, 2025
3 downloadsFeb 22, 2025
10 downloadsFeb 23, 2025
6 downloadsFeb 24, 2025
1 downloadsFeb 25, 2025
12 downloadsFeb 26, 2025
4 downloadsFeb 27, 2025
2 downloadsFeb 28, 2025
8 downloadsMar 1, 2025
4 downloadsMar 2, 2025
12 downloadsMar 3, 2025
11 downloadsMar 4, 2025
5 downloadsMar 5, 2025
3 downloadsMar 6, 2025
4 downloadsMar 7, 2025
8 downloadsMar 8, 2025
0 downloadsMar 9, 2025
4 downloadsMar 10, 2025
7 downloadsMar 11, 2025
13 downloadsMar 12, 2025
12 downloadsMar 13, 2025
4 downloadsMar 14, 2025
5 downloadsMar 15, 2025
3 downloadsMar 16, 2025
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
0
18

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 2,705 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Sep 11, 2024 with 33 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

  • Imports1 package
  • Suggests1 package
  • Reverse Imports1 package