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mapfit (version 0.9.6)

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

82

Version

0.9.6

License

GPL (>= 2)

Maintainer

Hiroyuki Okamura

Last Published

March 19th, 2015

Functions in mapfit (0.9.6)

phfit.density

PH fitting with density function
phfit.point

PH fitting with point data
BCpAug89

Packet Trace Data
map

Markovian Arrival Process (MAP)
cf1-class

Class of canonical form 1 (PH distribution)
phfit.3mom

PH fitting with three moments
ph.moment

Moments for Phase-Type (PH) Distribution
mapfit.group

MAP fitting with grouped data
map-class

Classes of MAP
erhmm-class

Class of ER-HMM
erhmm

ER-HMM (HMM with Erlang outputs)
herlang

Hyper-Erlang Distribution
mapfit-package

An R-based tool for PH/MAP parameter estimation
map.acf

Moments for Markovian arrival pcess (MAP)
mapfit.point

MAP fitting with time point data
ph

Phase-Type (PH) Distribution
herlang-class

Class of hyper Erlang
ph-class

Class of general PH distributions
cf1

Canonical Form 1 for Phase-Type (PH) Distribution
phfit.group

PH fitting with grouped data