pkmon

Least-Squares Estimator under k-Monotony Constraint for Discrete Functions

CRAN Package

We implement two least-squares estimators under k-monotony constraint using a method based on the Support Reduction Algorithm from Groeneboom et al (2008) doi:10.1111/j.1467-9469.2007.00588.x. The first one is a projection estimator on the set of k-monotone discrete functions. The second one is a projection on the set of k-monotone discrete probabilities. This package provides functions to generate samples from the spline basis from Lefevre and Loisel (2013) doi:10.1239/jap/1378401239, and from mixtures of splines.

  • Version1.1
  • R versionunknown
  • LicenseCC BY 4.0
  • Needs compilation?No
  • Last release08/28/2023

Team


Insights

Last 30 days

This package has been downloaded 181 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 6 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
17 downloadsMar 4, 2025
8 downloadsMar 5, 2025
4 downloadsMar 6, 2025
3 downloadsMar 7, 2025
6 downloadsMar 8, 2025
2 downloadsMar 9, 2025
3 downloadsMar 10, 2025
9 downloadsMar 11, 2025
4 downloadsMar 12, 2025
17 downloadsMar 13, 2025
2 downloadsMar 14, 2025
7 downloadsMar 15, 2025
2 downloadsMar 16, 2025
6 downloadsMar 17, 2025
6 downloadsMar 18, 2025
2 downloadsMar 19, 2025
6 downloadsMar 20, 2025
7 downloadsMar 21, 2025
4 downloadsMar 22, 2025
3 downloadsMar 23, 2025
11 downloadsMar 24, 2025
4 downloadsMar 25, 2025
2 downloadsMar 26, 2025
2 downloadsMar 27, 2025
17 downloadsMar 28, 2025
3 downloadsMar 29, 2025
7 downloadsMar 30, 2025
2 downloadsMar 31, 2025
9 downloadsApr 1, 2025
6 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 2,603 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