mmppr: Markov Modulated Poisson Process for Unsupervised Event Detection in Time Series of Counts
Version 0.1

Time-series of count data occur in many different contexts. A Markov-modulated Poisson process provides a framework for detecting anomalous events using an unsupervised learning approach.

AuthorGraham Mueller [aut, cre]
Date of publication2016-01-11 09:44:41
MaintainerPeter Landwehr <peter.landwehr@giantoak.com>
LicenseGPL (>= 2)
Version0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mmppr")

Popular man pages

draw.Z.given.NLM: draw.Z.given.NLM
logp: logp
mmppr: mmppr.
prob.L.given.N0: prob.L.given.N0
prob.M.given.Z: prob.M.given.Z
prob.N.given.LZ: prob.N.given.LZ
sensorMMPP: sensorMMPP
See all...

All man pages Function index File listing

Man pages

colon-equals: :=
dirichlet.log.pdf: dirichlet.log.pdf
dirichlet.pdf: dirichlet.pdf
draw.L.given.N0: draw.L.given.N0
draw.M.given.Z: draw.M.given.Z
draw.Z.given.NLM: draw.Z.given.NLM
logp: logp
mmppr: mmppr.
prob.L.given.N0: prob.L.given.N0
prob.M.given.Z: prob.M.given.Z
prob.N.given.LM: prob.N.given.LM
prob.N.given.LZ: prob.N.given.LZ
repmat: repmat
sensorMMPP: sensorMMPP

Functions

:= Man page
dirichlet.log.pdf Man page Source code
dirichlet.pdf Man page Source code
draw.L.given.N0 Man page Source code
draw.M.given.Z Man page Source code
draw.Z.given.NLM Man page Source code
logp Man page Source code
mmppr Man page
mmppr-package Man page
prob.L.given.N0 Man page Source code
prob.M.given.Z Man page Source code
prob.N.given.LM Man page Source code
prob.N.given.LZ Man page Source code
repmat Man page Source code
sensorMMPP Man page Source code

Files

NAMESPACE
R
R/MMPP.R
MD5
DESCRIPTION
man
man/draw.M.given.Z.Rd
man/prob.M.given.Z.Rd
man/prob.L.given.N0.Rd
man/repmat.Rd
man/dirichlet.log.pdf.Rd
man/logp.Rd
man/dirichlet.pdf.Rd
man/draw.Z.given.NLM.Rd
man/draw.L.given.N0.Rd
man/prob.N.given.LZ.Rd
man/sensorMMPP.Rd
man/mmppr.Rd
man/colon-equals.Rd
man/prob.N.given.LM.Rd
mmppr documentation built on May 19, 2017, 3:26 p.m.

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