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-4.5)mcStats_0.1.3.zip(r-4.4)mcStats_0.1.3.zip(r-4.3)
mcStats_0.1.3.tgz(r-4.4-any)mcStats_0.1.3.tgz(r-4.3-any)
mcStats_0.1.3.tar.gz(r-4.5-noble)mcStats_0.1.3.tar.gz(r-4.4-noble)
mcStats_0.1.3.tgz(r-4.4-emscripten)mcStats_0.1.3.tgz(r-4.3-emscripten)
mcStats.pdf |mcStats.html✨
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 5 years agofrom:cb004341c2. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 08 2024 |
R-4.5-win | OK | Nov 08 2024 |
R-4.5-linux | OK | Nov 08 2024 |
R-4.4-win | OK | Nov 08 2024 |
R-4.4-mac | OK | Nov 08 2024 |
R-4.3-win | OK | Nov 08 2024 |
R-4.3-mac | OK | Nov 08 2024 |
Exports:bootstraphellolabelBootResultslabelPDFDismcDChiSqmcDFmcDNormmcDTshadePDFCtsshowANOVAshowChiSq.TestshowMcNemarTestshowMosaicPlotshowOLSshowProp.TestshowT.TestshowXtremeEventsCtsshowXtremeEventsDis
Dependencies:clicolorspacecpp11dplyrfansifarvergenericsggplot2ggthemesgluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
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 |