Package: simEd 2.0.1

simEd: Simulation Education

Contains various functions to be used for simulation education, including simple Monte Carlo simulation functions, queueing simulation functions, variate generation functions capable of producing independent streams and antithetic variates, functions for illustrating random variate generation for various discrete and continuous distributions, and functions to compute time-persistent statistics. Also contains functions for visualizing: event-driven details of a single-server queue model; a Lehmer random number generator; variate generation via acceptance-rejection; and of generating a non-homogeneous Poisson process via thinning. Also contains two queueing data sets (one fabricated, one real-world) to facilitate input modeling. More details on the use of these functions can be found in Lawson and Leemis (2015) <doi:10.1109/WSC.2017.8248124>, in Kudlay, Lawson, and Leemis (2020) <doi:10.1109/WSC48552.2020.9384010>, and in Lawson and Leemis (2021) <doi:10.1109/WSC52266.2021.9715299>.

Authors:Barry Lawson [aut, cre, cph], Larry Leemis [aut], Vadim Kudlay [aut]

simEd_2.0.1.tar.gz
simEd_2.0.1.zip(r-4.5)simEd_2.0.1.zip(r-4.4)simEd_2.0.1.zip(r-4.3)
simEd_2.0.1.tgz(r-4.4-any)simEd_2.0.1.tgz(r-4.3-any)
simEd_2.0.1.tar.gz(r-4.5-noble)simEd_2.0.1.tar.gz(r-4.4-noble)
simEd_2.0.1.tgz(r-4.4-emscripten)simEd_2.0.1.tgz(r-4.3-emscripten)
simEd.pdf |simEd.html
simEd/json (API)
NEWS

# Install 'simEd' in R:
install.packages('simEd', repos = c('https://blawson-bates.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/blawson-bates/simed/issues

Datasets:
  • queueTrace - Trace Data for Single-Server Queue Simulation
  • tylersGrill - Arrival and Service Data for Tyler's Grill

On CRAN:

3.34 score 44 scripts 226 downloads 45 exports 2 dependencies

Last updated 12 months agofrom:b591e3b03c. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 04 2024
R-4.5-winNOTENov 04 2024
R-4.5-linuxNOTENov 04 2024
R-4.4-winOKNov 04 2024
R-4.4-macOKNov 04 2024
R-4.3-winOKNov 04 2024
R-4.3-macOKNov 04 2024

Exports:accrejcrapsgalileoibetaibinomicauchyichisqiexpifdigammaigeomilnormilogisinbinominormipoisitiunifiweibulllehmermeanTPSmsqquantileTPSsamplesdTPSset.seedssqssqvisthinningvbetavbinomvcauchyvchisqvexpvfdvgammavgeomvlnormvlogisvnbinomvnormvpoisvtvunifvweibull

Dependencies:rstreamshape

Readme and manuals

Help Manual

Help pageTopics
Simulation EducationsimEd-package simEd
Acceptance-Rejection Algorithm Visualizationaccrej
Monte Carlo Simulation of the Dice Game "Craps"craps
Monte Carlo Simulation of Galileo's Dicegalileo
Visualization of Random Variate Generation for the Beta Distributionibeta
Visualization of Random Variate Generation for the Binomial Distributionibinom
Visualization of Random Variate Generation for the Cauchy Distributionicauchy
Visualization of Random Variate Generation for the Chi-Squared Distributionichisq
Visualization of Random Variate Generation for the Exponential Distributioniexp
Visualization of Random Variate Generation for the FALSE Distributionifd
Visualization of Random Variate Generation for the Gamma Distributionigamma
Visualization of Random Variate Generation for the Geometric Distributionigeom
Visualization of Random Variate Generation for the Log-Normal Distributionilnorm
Visualization of Random Variate Generation for the Logistic Distributionilogis
Visualization of Random Variate Generation for the Negative Binomial Distributioninbinom
Visualization of Random Variate Generation for the Normal Distributioninorm
Visualization of Random Variate Generation for the Poisson Distributionipois
Visualization of Random Variate Generation for the Student T Distributionit
Visualization of Random Variate Generation for the Uniform Distributioniunif
Visualization of Random Variate Generation for the Weibull Distributioniweibull
Lehmer Generator Visualizationlehmer
Mean of Time-Persistent Statistics (TPS)meanTPS
Multi-Server Queue Simulationmsq
Sample Quantiles of Time-Persistent Statistics (TPS)quantileTPS
Trace Data for Single-Server Queue SimulationqueueTrace
Random Samplessample
Standard Deviation of Time-Persistent Statistics (TPS)sdTPS
Seeding Random Variate Generatorsset.seed
Single-Server Queue Simulationssq
Single-Server Queue Simulation Visualizationssqvis
Thinning Algorithm Visualizationthinning
Arrival and Service Data for Tyler's Grill (University of Richmond)tylersGrill
Variate Generation for Beta Distributionvbeta
Variate Generation for Binomial Distributionvbinom
Variate Generation for Cauchy Distributionvcauchy
Variate Generation for Chi-Squared Distributionvchisq
Variate Generation for Exponential Distributionvexp
Variate Generation for FALSE Distributionvfd
Variate Generation for Gamma Distributionvgamma
Variate Generation for Geometric Distributionvgeom
Variate Generation for Log-Normal Distributionvlnorm
Variate Generation for Logistic Distributionvlogis
Variate Generation for Negative Binomial Distributionvnbinom
Variate Generation for Normal Distributionvnorm
Variate Generation for Poisson Distributionvpois
Variate Generation for Student T Distributionvt
Variate Generation for Uniform Distributionvunif
Variate Generation for Weibull Distributionvweibull