cf1.param

Crate CF1 with the first moment of a given data. This function calls cf1.param.linear
and cf1.param.power to determine CF1. After execute 5 EM steps, the model with the smallest
LLF is selected.

Estimation methods for phase-type
distribution (PH) and Markovian arrival process (MAP) from
empirical data (point and grouped data) and density function.
The tool is based on the following researches:
Okamura et al. (2009) <doi:10.1109/TNET.2008.2008750>,
Okamura and Dohi (2009) <doi:10.1109/QEST.2009.28>,
Okamura et al. (2011) <doi:10.1016/j.peva.2011.04.001>,
Okamura et al. (2013) <doi:10.1002/asmb.1919>,
Horvath and Okamura (2013) <doi:10.1007/978-3-642-40725-3_10>,
Okamura and Dohi (2016) <doi:10.15807/jorsj.59.72>.

Hiroyuki Okamura

mapfit

PH/MAP Parameter Estimation

cf1.param function

<dl><dt>data</dt>
<dd>A dataframe</dd>
<dt>size</dt>
<dd>An integer for the number of phases</dd>
<dt>options</dt>
<dd>A list of options for EM steps</dd>
<dt>...</dt>
<dd>Others. This can provide additional options for EM steps.</dd></dl>

Arguments

Create CF1 with data information — cf1.param

<dl>

<dt>data</dt>
<dd>A dataframe</dd>


<dt>size</dt>
<dd>An integer for the number of phases</dd>


<dt>options</dt>
<dd>A list of options for EM steps</dd>


<dt>...</dt>
<dd>Others. This can provide additional options for EM steps.</dd>

</dl>

cf1.param: Create CF1 with data information

Description

Usage

Arguments

Examples