Package: simitation 0.0.7

simitation: Simplified Simulations

Provides tools for generating and analyzing simulation studies. Users may easily specify all terms of a simulation study, often in a single line of code. Common univariate and bivariate methods, such as t tests, proportions tests, and chi squared tests, are integrated. Multivariate studies involving linear or logistic regression may also be specified with symbolic inputs. The simulation studies generate data for n observations in each of B experiments. Analyses of each experiment are integrated, and empirical results across the experiments are also provided.

Authors:David Shilane [aut], Srivastav Budugutta [ctb, cre], Mayur Bansal [ctb]

simitation_0.0.7.tar.gz
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simitation.pdf |simitation.html
simitation/json (API)

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

Peer review:

Bug tracker:https://github.com/srivastavbudugutta/simitation/issues

On CRAN:

4.48 score 1 packages 7 scripts 289 downloads 31 exports 1 dependencies

Last updated 1 years agofrom:98d895121f. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 16 2024
R-4.5-winOKNov 16 2024
R-4.5-linuxOKNov 16 2024
R-4.4-winOKNov 16 2024
R-4.4-macOKNov 16 2024
R-4.3-winOKNov 16 2024
R-4.3-macOKNov 16 2024

Exports:analyze.simstudy.chisq.test.gfanalyze.simstudy.chisq.test.indanalyze.simstudy.lmanalyze.simstudy.logisticanalyze.simstudy.propanalyze.simstudy.prop2analyze.simstudy.tanalyze.simstudy.t2sim.chisq.gfsim.chisq.indsim.chisq.test.gfsim.chisq.test.indsim.propsim.prop.testsim.prop2sim.prop2.testsim.statistics.lmsim.statistics.logisticsim.tsim.t.testsim.t2sim.t2.testsimstudy.chisq.test.gfsimstudy.chisq.test.indsimstudy.lmsimstudy.logisticsimstudy.propsimstudy.prop2simstudy.tsimstudy.t2simulation.steps

Dependencies:data.table

Simplified Simulations with the simitation Package for R

Rendered fromIntroduction_to_simitation.Rmdusingknitr::knitron Nov 16 2024.

Last update: 2023-08-25
Started: 2023-08-19

Simplified Simulations with the simitation Package for R 2

Rendered fromIntroduction_to_simitation_2.Rmdusingknitr::knitron Nov 16 2024.

Last update: 2023-08-25
Started: 2023-08-19

Readme and manuals

Help Manual

Help pageTopics
analyze.simstudy.chisq.test.gfanalyze.simstudy.chisq.test.gf
analyze.simstudy.chisq.test.indanalyze.simstudy.chisq.test.ind
Analyze Simulated Linear Regression Modelsanalyze.simstudy.lm
Analyze Simulated Logistic Regression Modelsanalyze.simstudy.logistic
Analyze Simulated Proportion Testsanalyze.simstudy.prop
analyze.simstudy.prop2analyze.simstudy.prop2
analyze.simstudy.tanalyze.simstudy.t
analyze.simstudy.t2analyze.simstudy.t2
Internal function for Simulation for Binary Databuildsim.binary
Internal function for Simulation for Binomial Databuildsim.binomial
Internal function for Simulation for Linear Regression Databuildsim.lm
Internal function for Simulation for Logistic Regression Databuildsim.logistic
Internal Simulation for Normally Distributed Databuildsim.normal
Internal function for Simulation for Poisson Distributed Databuildsim.poisson
Internal function for Sampling Functionbuildsim.sample
Internal function for Simulation for Uniform Distributed Databuildsim.uniform
Internal function for Distribution Identificationidentify.distribution
Internal function for Chi-Squared Test of Goodness of Fitinternal.chisq.test.gf
Internal function for Chi-Squared Test of Independenceinternal.chisq.test.ind
Internal function for One-sample Proportions Testinternal.prop.test
Internal function for Two-sample Proportions Testinternal.prop2.test
Internal function for Quantile, Mean, and Standard Deviation Calculationinternal.quantiles.mean.sd
Internal function for Summary Statistics of Linear Modelinternal.statistics.one.lm
Internal function for Summary Statistics of Logistic Regressioninternal.statistics.one.logistic
Internal function for Summary Statistics of Linear Modelinternal.statistics.onelm
Internal function for One-sample t-testinternal.t.test
Internal function for Two-sample t-testinternal.t2.test
Internal function for Quantiles Calculationquantile.dt
sim.chisq.gfsim.chisq.gf
sim.chisq.indsim.chisq.ind
sim.chisq.test.gfsim.chisq.test.gf
sim.chisq.test.indsim.chisq.test.ind
Internal function for Normal Distribution Simulationsim.norm
sim.propsim.prop
sim.prop.testsim.prop.test
sim.prop2sim.prop2
sim.prop2.testsim.prop2.test
sim.statistic.lmsim.statistics.lm
sim.statistics.logisticsim.statistics.logistic
sim.tsim.t
sim.t.testsim.t.test
sim.t2sim.t2
sim.t2.testsim.t2.test
simstudy.chisq.test.gfsimstudy.chisq.test.gf
simstudy.chisq.test.indsimstudy.chisq.test.ind
simstudy.lmsimstudy.lm
simstudy.logisticsimstudy.logistic
simstudy.propsimstudy.prop
simstudy.prop2simstudy.prop2
simstudy.tsimstudy.t
simstudy.t2simstudy.t2
simulation.stepssimulation.steps