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Paket: r-cran-rstatix (0.7.0-1)

Pipe-Friendly Framework for Basic Statistical Tests

Provides a simple and intuitive pipe-friendly framework, coherent with the 'tidyverse' design philosophy, for performing basic statistical tests, including t-test, Wilcoxon test, ANOVA, Kruskal-Wallis and correlation analyses. The output of each test is automatically transformed into a tidy data frame to facilitate visualization. Additional functions are available for reshaping, reordering, manipulating and visualizing correlation matrix. Functions are also included to facilitate the analysis of factorial experiments, including purely 'within-Ss' designs (repeated measures), purely 'between-Ss' designs, and mixed 'within-and-between-Ss' designs. It's also possible to compute several effect size metrics, including "eta squared" for ANOVA, "Cohen's d" for t-test and 'Cramer V' for the association between categorical variables. The package contains helper functions for identifying univariate and multivariate outliers, assessing normality and homogeneity of variances.

Andra paket besläktade med r-cran-rstatix

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  • dep: r-api-4.0
    virtuellt paket som tillhandahålls av r-base-core
  • dep: r-base-core (>= 4.1.1-2)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-broom (>= 0.7.4)
    convert statistical analysis objects into tidy data frames with GNU R
  • dep: r-cran-car
    GNU R Companion to Applied Regression by John Fox
  • dep: r-cran-corrplot
    Visualization of a Correlation Matrix
  • dep: r-cran-dplyr (>= 0.7.1)
    GNU R grammar of data manipulation
  • dep: r-cran-generics (>= 0.0.2)
    GNU R common S3 generics not provided by base R methods
  • dep: r-cran-magrittr
    GNU R forward-pipe operator
  • dep: r-cran-purrr
    GNU R functional programming tools
  • dep: r-cran-rlang (>= 0.3.1)
    Functions for Base Types and Core R and 'Tidyverse' Features
  • dep: r-cran-tibble (>= 2.1.3)
    GNU R Simple Data Frames
  • dep: r-cran-tidyr (>= 1.0.0)
    GNU R package to easily tidy data
  • dep: r-cran-tidyselect (>= 1.0.0)
    GNU R select from a set of strings
  • sug: r-cran-boot
    GNU R package for bootstrapping functions from Davison and Hinkley
  • sug: r-cran-coin
    GNU R package providing conditional inference procedures
  • sug: r-cran-emmeans
    GNU R estimated marginal means, aka least-squares means
  • sug: r-cran-ggpubr
    GNU R ggplot2 based publication ready plots
  • sug: r-cran-knitr
    GNU R package for dynamic report generation using Literate Programming
  • sug: r-cran-rmarkdown
    convert R markdown documents into a variety of formats

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