changepoints

A Collection of Change-Point Detection Methods

CRAN Package

Performs a series of offline and/or online change-point detection algorithms for 1) univariate mean: doi:10.1214/20-EJS1710, doi:10.48550/arXiv.2006.03283; 2) univariate polynomials: doi:10.1214/21-EJS1963; 3) univariate and multivariate nonparametric settings: doi:10.1214/21-EJS1809, doi:10.1109/TIT.2021.3130330; 4) high-dimensional covariances: doi:10.3150/20-BEJ1249; 5) high-dimensional networks with and without missing values: doi:10.1214/20-AOS1953, doi:10.48550/arXiv.2101.05477, doi:10.48550/arXiv.2110.06450; 6) high-dimensional linear regression models: doi:10.48550/arXiv.2010.10410, doi:10.48550/arXiv.2207.12453; 7) high-dimensional vector autoregressive models: doi:10.48550/arXiv.1909.06359; 8) high-dimensional self exciting point processes: doi:10.48550/arXiv.2006.03572; 9) dependent dynamic nonparametric random dot product graphs: doi:10.48550/arXiv.1911.07494; 10) univariate mean against adversarial attacks: doi:10.48550/arXiv.2105.10417.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 346 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 8 times.

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

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 3,376 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 Aug 22, 2024 with 29 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

  • Imports6 packages
  • Suggests4 packages
  • Linking To2 packages