Introduction | Methods | $t$ Tests | One-Sample $t$ Tests | Generating Data | Statistical Testing | Analyzing the Simulation Study | Full Simulation Study | Two-Sample $t$ Tests | Tests of Propotions | One-Sample Tests of Proportions
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:
simitation_0.0.7.tar.gz
simitation_0.0.7.zip(r-4.7-any)simitation_0.0.7.zip(r-4.6-any)simitation_0.0.7.zip(r-4.5-any)
simitation_0.0.7.tgz(r-4.6-any)simitation_0.0.7.tgz(r-4.5-any)
simitation_0.0.7.tar.gz(r-4.7-any)simitation_0.0.7.tar.gz(r-4.6-any)
simitation_0.0.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
simitation/json (API)
| # Install 'simitation' in R: |
| install.packages('simitation', repos = c('https://srivastavbudugutta.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/srivastavbudugutta/simitation/issues
Last updated from:98d895121f. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 149 | ||
| source / vignettes | OK | 288 | ||
| linux-release | OK | 139 | ||
| macos-release | OK | 94 | ||
| macos-oldrel | OK | 91 | ||
| windows-devel | OK | 76 | ||
| windows-release | OK | 64 | ||
| windows-oldrel | OK | 77 | ||
| wasm-release | OK | 110 |
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
Last update: 2023-08-25
Started: 2023-08-19
Simplified Simulations with the simitation Package for R 2
Two-Sample Tests of the Difference of Proportions | Generating Data | Statistical Testing | Analyzing the Simulation Study | Full Simulation Study | $\chi^2$ Tests | The $\chi^2$ Test of the Goodness of Fit | The $\chi^2$ Test of Independence | Multivariate Studies | Symbolic Inputs | Generating Multivariate Data | Linear Regression | Modeling | Logistic Regression | Applications | Range of Estimates and Test Statistics | One-Sample $t$ Test | Estimates | Test Statistics | Two-Sample $t$ Test | One Sample Proportions Test | Two Sample Proportions Test | $\chi^2$ Squared Test of Goodness of Fit | $\chi^2$ Squared Test of Independence | Estimated Coefficients | Type I Error Rates | Statistical Power
Last update: 2023-08-25
Started: 2023-08-19
