npwbs

Nonparametric Multiple Change Point Detection Using WBS

CRAN Package

Implements the procedure from G. J. Ross (2021) - "Nonparametric Detection of Multiple Location-Scale Change Points via Wild Binary Segmentation" doi:10.48550/arXiv.2107.01742. This uses a version of Wild Binary Segmentation to detect multiple location-scale (i.e. mean and/or variance) change points in a sequence of univariate observations, with a strict control on the probability of incorrectly detecting a change point in a sequence which does not contain any.


Team


Insights

Last 30 days

This package has been downloaded 148 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
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
0 downloadsMar 6, 2025
10 downloadsMar 7, 2025
6 downloadsMar 8, 2025
1 downloadsMar 9, 2025
3 downloadsMar 10, 2025
8 downloadsMar 11, 2025
3 downloadsMar 12, 2025
9 downloadsMar 13, 2025
2 downloadsMar 14, 2025
5 downloadsMar 15, 2025
2 downloadsMar 16, 2025
1 downloadsMar 17, 2025
10 downloadsMar 18, 2025
1 downloadsMar 19, 2025
6 downloadsMar 20, 2025
7 downloadsMar 21, 2025
3 downloadsMar 22, 2025
3 downloadsMar 23, 2025
11 downloadsMar 24, 2025
3 downloadsMar 25, 2025
2 downloadsMar 26, 2025
4 downloadsMar 27, 2025
10 downloadsMar 28, 2025
1 downloadsMar 29, 2025
9 downloadsMar 30, 2025
3 downloadsMar 31, 2025
8 downloadsApr 1, 2025
4 downloadsApr 2, 2025
0 downloadsApr 3, 2025
2 downloadsApr 4, 2025
11 downloadsApr 5, 2025
0
11

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 2,229 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 28 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