Paket: r-cran-rstatix (0.6.0-1)

[ Kaynak: r-cran-rstatix  ]

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.

r-cran-rstatix ile İlgili Diğer Paketler

• dep: r-api-4.0

  sanal paketi sağlayan r-base-core

• dep: r-base-core (>= 4.0.2-1)

  GNU R core of statistical computation and graphics system

• dep: r-cran-broom (>= 0.5.6)

  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

• rec: r-cran-testthat

  GNU R testsuite

• 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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