anomaly

Detecting Anomalies in Data

CRAN Package

Implements Collective And Point Anomaly (CAPA) Fisch, Eckley, and Fearnhead (2022) doi:10.1002/sam.11586, Multi-Variate Collective And Point Anomaly (MVCAPA) Fisch, Eckley, and Fearnhead (2021) doi:10.1080/10618600.2021.1987257, Proportion Adaptive Segment Selection (PASS) Jeng, Cai, and Li (2012) doi:10.1093/biomet/ass059, and Bayesian Abnormal Region Detector (BARD) Bardwell and Fearnhead (2015) doi:10.1214/16-BA998. These methods are for the detection of anomalies in time series data. Further information regarding the use of this package along with detailed examples can be found in Fisch, Grose, Eckley, Fearnhead, and Bardwell (2024) doi:10.18637/jss.v110.i01.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 492 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 8 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
36 downloadsMar 15, 2025
6 downloadsMar 16, 2025
19 downloadsMar 17, 2025
38 downloadsMar 18, 2025
22 downloadsMar 19, 2025
19 downloadsMar 20, 2025
35 downloadsMar 21, 2025
13 downloadsMar 22, 2025
9 downloadsMar 23, 2025
7 downloadsMar 24, 2025
9 downloadsMar 25, 2025
15 downloadsMar 26, 2025
11 downloadsMar 27, 2025
39 downloadsMar 28, 2025
8 downloadsMar 29, 2025
5 downloadsMar 30, 2025
8 downloadsMar 31, 2025
20 downloadsApr 1, 2025
11 downloadsApr 2, 2025
7 downloadsApr 3, 2025
11 downloadsApr 4, 2025
10 downloadsApr 5, 2025
17 downloadsApr 6, 2025
14 downloadsApr 7, 2025
8 downloadsApr 8, 2025
12 downloadsApr 9, 2025
18 downloadsApr 10, 2025
15 downloadsApr 11, 2025
42 downloadsApr 12, 2025
8 downloadsApr 13, 2025
0 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
5
42

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 6,211 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Aug 28, 2024 with 88 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

  • Imports8 packages
  • Suggests1 package
  • Linking To2 packages