Functions to Streamline Statistical Analysis and Reporting
Add Pareto EMOA Column to a Data Frame
Check homogeneity of variances across groups
Check normality for groups
Check the assumptions for an ANOVA with a variable number of factors: ...
Configure Global R Environment for colleyRstats
Replace values across a data frame
Debug contrast errors in ANOVA-like models
Function to define a plot, either showing the main or interaction effe...
Generate a Multi-objective Optimization Plot
Generate a Multi-objective Optimization Plot
Check the data's distribution. If non-normal, take the non-parametric ...
Check the data's distribution. If non-normal, take the non-parametric ...
Check the data's distribution. If non-normal, take the non-parametric ...
Check the data's distribution. If non-normal, take the non-parametric ...
Transform text from report::report() into LaTeX-friendly output.
Build a median/size label for plot annotations
Replace NA values with zero
This function normalizes the values in a vector to the range [new_min,...
Ensure input is not empty
Negate %in% membership
Convert Windows paths to R-friendly format
Remove outliers and calculate REI
Generate the Latex-text based on the ARTool (see [https://github.com/m...
Report dunnTest as text. Required commands in LaTeX: `\newcommand{\pad...
report Dunn test as a table. Customizable with sensible defaults. Requ...
Report statistical details for ggstatsplot.
Report significant post-hoc pairwise comparisons
Report the mean and standard deviation of a dependent variable for all...
Report the model produced by nparLD. The model provided must be the mo...
Generate the Latex-text based on the NPAV by Lüpsen (see [https://www....
Reshape Excel Data Based on Custom Markers and Include Custom ID Colum...
Calculation based on Rosenthal's formula (1994). N stands for the **nu...
Calculation based on Rosenthal's formula (1994). N stands for the **nu...
rFromWilcoxAdjusted
Generating the sum and adding a crossbar.
Built upon popular R packages such as 'ggstatsplot' and 'ARTool', this collection offers a wide array of tools for simplifying reproducible analyses, generating high-quality visualizations, and producing 'APA'-compliant outputs. The primary goal of this package is to significantly reduce repetitive coding efforts, allowing you to focus on interpreting results. Whether you're dealing with ANOVA assumptions, reporting effect sizes, or creating publication-ready visualizations, this package makes these tasks easier.
Useful links