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DESCRIPTION
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Package: CoxianPhaseTypeR
Title: Fitting Coxian Phase-Type Distributions using EM Algorithm
Version: 1.0.0
Authors@R: c(person("Dulan", "Dias", email = "[email protected]", role = c("aut", "cre")),person("Adele", "Marshall", email = "[email protected]", role = "aut"),person("Aleksandar", "Novakovic", email = "[email protected]", role = "aut"))
Description: An R package for fitting Coxian Phase-Type distributions using the
Expectation-Maximization (EM) algorithm based on the generalized formulas
derived by Sheldon Ross. Supports parameter estimation, probability density
function (PDF) evaluation, survival probability computation, and automatic
model selection via information criteria (AIC/BIC). Provides simulation
tools and visualization functions for assessing model fit in applications
such as survival analysis, queueing models, and reliability engineering.
License: GPL-3
Depends: R (>= 4.0.0)
Imports:
stats,
Matrix,
expm,
ggplot2,
survival
Suggests:
testthat (>= 3.0.0),
roxygen2,
knitr,
rmarkdown
LazyData: true
Encoding: UTF-8
RoxygenNote: 7.2.3
VignetteBuilder: knitr