Package: statsExpressions 1.5.4.9000

statsExpressions: Tidy Dataframes and Expressions with Statistical Details

Utilities for producing dataframes with rich details for the most common types of statistical approaches and tests: parametric, nonparametric, robust, and Bayesian t-test, one-way ANOVA, correlation analyses, contingency table analyses, and meta-analyses. The functions are pipe-friendly and provide a consistent syntax to work with tidy data. These dataframes additionally contain expressions with statistical details, and can be used in graphing packages. This package also forms the statistical processing backend for 'ggstatsplot'. References: Patil (2021) <doi:10.21105/joss.03236>.

Authors:Indrajeet Patil [cre, aut, cph]

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NEWS

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

Peer review:

Bug tracker:https://github.com/indrajeetpatil/statsexpressions/issues

Datasets:
  • bugs_long - Tidy version of the "Bugs" dataset.
  • iris_long - Edgar Anderson's Iris Data in long format.
  • movies_long - Movie information and user ratings from IMDB.com (long format).
  • movies_wide - Movie information and user ratings from IMDB.com (wide format).

On CRAN:

bayesian-inferencebayesian-statisticscontingency-tablecorrelationeffectsizemeta-analysisparametricrobustrobust-statisticsstatistical-detailsstatistical-teststidy

20 exports 307 stars 6.47 score 104 dependencies 3 dependents 1 mentions 9.2k downloads

Last updated 16 days agofrom:6e11e9c9a0

Exports:%<-%%<>%%>%add_expression_colas_tibblecentrality_descriptioncontingency_tablecorr_testextract_stats_typelong_to_wide_convertermeta_analysisone_sample_testoneway_anovap_adjust_textpairwise_comparisonsstats_type_switchtibbletidy_model_expressionstidy_model_parameterstwo_sample_test

Dependencies:abindafexbackportsBayesFactorbayestestRbootbriobroomBWStestcachemcallrcarcarDataclicodacolorspacecontfraccorrelationcpp11crayondatawizarddescdeSolvediffobjdigestdplyreffectsizeellipticevaluatefansifarverfastmapfsgenericsggplot2gluegmpgtablehypergeoinsightisobandjsonlitekSampleslabelinglatticelifecyclelme4lmerTestmagrittrMASSMatrixMatrixModelsmemoisemgcvminqamultcompViewmunsellmvtnormnlmenloptrnnetnumDerivparameterspbapplypbkrtestperformancepillarpkgbuildpkgconfigpkgloadplyrPMCMRpluspraiseprocessxpspurrrquantregR6RColorBrewerRcppRcppEigenrematch2reshapereshape2rlangRmpfrrprojrootscalesSparseMstringistringrSuppDistssurvivaltestthattibbletidyrtidyselectutf8vctrsviridisLitewaldowithrWRS2zeallot

statsExpressions: R Package for Tidy Dataframes and Expressions with Statistical Details

Rendered fromstatsExpressions.Rmdusingknitr::rmarkdownon Jun 17 2024.

Last update: 2024-01-13
Started: 2021-12-13

Test and effect size details

Rendered fromstats_details.Rmdusingknitr::rmarkdownon Jun 17 2024.

Last update: 2023-09-22
Started: 2019-08-15