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:Michael Czekanski [aut, cre], Alex Lyford [aut]

mcStats_0.1.3.tar.gz
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mcStats_0.1.3.tgz(r-4.4-any)mcStats_0.1.3.tgz(r-4.3-any)
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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

On CRAN:

3.00 score 1 scripts 145 downloads 18 exports 38 dependencies

Last updated 5 years agofrom:cb004341c2. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 09 2024
R-4.5-win	OK	Oct 09 2024
R-4.5-linux	OK	Oct 09 2024
R-4.4-win	OK	Oct 09 2024
R-4.4-mac	OK	Oct 09 2024
R-4.3-win	OK	Oct 09 2024
R-4.3-mac	OK	Oct 09 2024

Exports:bootstrap hello labelBootResults labelPDFDis mcDChiSq mcDF mcDNorm mcDT shadePDFCts showANOVA showChiSq.Test showMcNemarTest showMosaicPlot showOLS showProp.Test showT.Test showXtremeEventsCts showXtremeEventsDis

Dependencies:cli colorspace cpp11 dplyr fansi farver generics ggplot2 ggthemes glue gridExtra gtable isoband labeling lattice lifecycle magrittr MASS Matrix mgcv munsell nlme pillar pkgconfig purrr R6 RColorBrewer rlang scales stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr

Citation

Development and contributors

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