Package: mcStats 0.1.3
mcStats: Visualize Results of Statistical Hypothesis Tests
Provides functionality to produce graphs of sampling distributions of test statistics from a variety of common statistical tests. With only a few keystrokes, the user can conduct a hypothesis test and visualize the test statistic and corresponding p-value through the shading of its sampling distribution. Initially created for statistics at Middlebury College.
Authors:
mcStats_0.1.3.tar.gz
mcStats_0.1.3.zip(r-4.7)mcStats_0.1.3.zip(r-4.6)mcStats_0.1.3.zip(r-4.5)
mcStats_0.1.3.tgz(r-4.6-any)mcStats_0.1.3.tgz(r-4.5-any)
mcStats_0.1.3.tar.gz(r-4.7-any)mcStats_0.1.3.tar.gz(r-4.6-any)
mcStats_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
mcStats/json (API)
NEWS
| # Install 'mcStats' in R: |
| install.packages('mcStats', repos = c('https://mczek.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mczek/mcstats/issues
Last updated from:6ae311863c. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 121 | ||
| source / vignettes | OK | 187 | ||
| linux-release-x86_64 | OK | 133 | ||
| macos-release-arm64 | OK | 179 | ||
| macos-oldrel-arm64 | OK | 178 | ||
| windows-devel | OK | 102 | ||
| windows-release | OK | 96 | ||
| windows-oldrel | OK | 89 | ||
| wasm-release | OK | 101 |
Exports:bootstraphellolabelBootResultslabelPDFDismcDChiSqmcDFmcDNormmcDTshadePDFCtsshowANOVAshowChiSq.TestshowMcNemarTestshowMosaicPlotshowOLSshowProp.TestshowT.TestshowXtremeEventsCtsshowXtremeEventsDis
Dependencies:clicpp11dplyrfarvergenericsggplot2ggthemesgluegridExtragtableisobandlabelinglifecyclemagrittrpillarpkgconfigpurrrR6RColorBrewerrlangS7scalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Boostrap | bootstrap |
| Print "hello world!" | hello |
| Label Bootstrapped Results | labelBootResults |
| Label discrete PDF | labelPDFDis |
| Density of Chi-Square distribution | mcDChiSq |
| Density of F-distribution | mcDF |
| dnorm but with more arguments | mcDNorm |
| Density of t-distribution | mcDT |
| Used to shade in a PDF | shadePDFCts |
| Show results of ANOVA | showANOVA |
| Show Chi-Square Test | showChiSq.Test |
| Visualize results of McNemar's Test | showMcNemarTest |
| Mosaic Plot | showMosaicPlot |
| Show hypothesis tests from OLS | showOLS |
| Show results of proportion test using binom.test | showProp.Test |
| Conduct z-test | showT.Test |
| Highlight extreme events | showXtremeEventsCts |
| Show Extreme Events from a Discrete Distribution | showXtremeEventsDis |
