Package index

Descriptive Statistics

Summarize numeric variables with comprehensive statistics and group comparisons.

easy_describe()

Comprehensive Descriptive Statistics with Narrative

easy_group_summary()

Group-Wise Summary Statistics with Narrative

Regression Models

Linear and logistic regression with automated model-fit summaries and narrative interpretation.

easy_regression()

Run a Linear Regression with Automated Narrative Reporting

easy_logistic_regression()

Run a Logistic Regression with Automated Narrative Reporting

easy_regression_diagnostics()

Regression Diagnostic Plot

easy_odds_ratio_plot()

Odds Ratio Plot for Logistic Regression

Inferential Tests

Core statistical tests with automated plain-language narrative output.

easy_ttest()

Run an Independent-Samples t-Test with Automated Narrative Reporting

easy_anova()

Run a One-Way ANOVA with Automated Narrative Reporting

easy_chisq()

Chi-Square Tests with Automated Narrative Reporting

easy_ztest()

One-Sample and Two-Sample Z-Tests with Automated Narrative Reporting

easy_ftest()

F-Test for Equality of Variances with Automated Narrative Reporting

easy_correlation()

Correlation Analysis with Automated Narrative Reporting

easy_wilcox()

Wilcoxon Tests with Automated Narrative Reporting

easy_kruskal()

Kruskal-Wallis Test with Automated Narrative Reporting

Visualization

Publication-ready ggplot2 plots with built-in interpretation summaries.

easy_histogram()

Annotated Histogram with Normal Curve Overlay

easy_boxplot()

Grouped Boxplot with Outlier Detection

easy_scatter()

Scatter Plot with Regression Line and Correlation Annotation

easy_barplot()

Annotated Bar Chart

easy_qqplot()

Normal Q-Q Plot with Shapiro-Wilk Annotation

easy_density()

Kernel Density Plot with Optional Group Overlay

easy_correlation_heatmap()

Correlation Matrix Heatmap

easy_autoplot()

Automatically Plot an EasyStat Result

Theme

Consistent visual identity for all EasyStat plots.

theme_easystat()

Apply EasyStat ggplot2 Theme

Reporting & Export

Export results to Microsoft Word with formatted tables and narratives.

export_to_word()

Export an EasyStat Result to a Formatted Microsoft Word Document

S3 Methods

Print and summarize easystat_result objects.

print(<easystat_result>)

Print an EasyStat Result Object

summary(<easystat_result>)

Summarize an EasyStat Result Object

Package

EasyStat-package EasyStat

EasyStat: Automated Statistical Analysis, Visualization and Multi-Format Narrative Reporting