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mapfit (version 0.9.7)

A Tool for PH/MAP Parameter Estimation

Description

Estimation methods for phase-type distribution (PH) and Markovian arrival process (MAP) from empirical data (point and grouped data) and density function.

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Install

install.packages('mapfit')

Monthly Downloads

244

Version

0.9.7

License

GPL (>= 2)

Maintainer

Hiroyuki Okamura

Last Published

March 24th, 2015

Functions in mapfit (0.9.7)

mapfit-package

PH/MAP parameter estimation tool
ph.moment

Moments for Phase-Type (PH) Distribution
BCpAug89

Packet Trace Data
ph-class

Class of general PH distributions
erhmm

ER-HMM (HMM with Erlang outputs)
cf1

Canonical Form 1 for Phase-Type (PH) Distribution
herlang

Hyper-Erlang Distribution
mapfit.point

MAP fitting with time point data
map.acf

Moments for Markovian arrival pcess (MAP)
ph

Phase-Type (PH) Distribution
mapfit.group

MAP fitting with grouped data
phfit.point

PH fitting with point data
cf1-class

Class of canonical form 1 (PH distribution)
herlang-class

Class of hyper Erlang
map

Markovian Arrival Process (MAP)
erhmm-class

Class of ER-HMM
phfit.3mom

PH fitting with three moments
phfit.density

PH fitting with density function
phfit.group

PH fitting with grouped data
map-class

Classes of MAP