inferstat

inferstat is an R package for performing descriptive statistics, assumption checking, hypothesis testing, ANOVA, correlation analysis, regression, and publication-ready statistical reporting.

Features

• Descriptive statistics
• Normality tests
• Homogeneity of variance tests
• Outlier detection
• t-tests
• ANOVA
• Correlation analysis
• Regression analysis
• Publication-quality plots
• Tidy outputs

Installation

CRAN

install.packages("inferstat")

Development version

remotes::install_github("YOUR_GITHUB_USERNAME/inferstat")

Example

library(inferstat)

describe(
  data = iris,
  response = Sepal.Length
)

check_normality(
  data = iris,
  response = Sepal.Length
)

check_variance(
  data = iris,
  response = Sepal.Length,
  group = Species
)

check_outliers(
  data = iris,
  response = Sepal.Length
)

Documentation

help(package = "inferstat")

License

MIT