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bursts (version 1.0-2)

Markov Model for Bursty Behavior in Streams

Description

An implementation of Jon Kleinberg's burst detection algorithm (Kleinberg (2003) ). Uses an infinite Markov model to detect periods of increased activity in a series of discrete events with known times, and provides a simple visualization of the results.

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Version

Install

install.packages('bursts')

Monthly Downloads

280

Version

1.0-2

License

MIT + file LICENSE

Maintainer

Jeff Binder

Last Published

July 19th, 2022

Functions in bursts (1.0-2)

bursts-package

Markov Model for Bursty Behavior in Streams
kleinberg

Detects periods of increased activity in a stream of events
plot.bursts

Plots a burst model