README (original) (raw)

scipub

https://dpagliaccio.github.io/scipub/

This package contains functions for summarizing data for scientific publication. This includes making a “Table 1” to summarize demographics across groups, correlation tables with significance indicated by stars, and extracting formatted statistical summarizes from simple tests for in-text notation. The package also includes functions for Winsorizing data based on a Z-statistic cutoff.

Functions:
apastat - Format simple statistic test results for scientific publication
correltable - Create correlation table (with stars for significance) for scientific publication
FullTable1 - Create Table1 of group summary with stats for scientific publication
gg_groupplot - Create ggplot to display group differences (box+point+hist) winsorZ_find - Identify outliers based on z-score cutoff that are Winsorized by the winsorZ function
winsorZ - Winsorize outliers based on z-score cutoff to next most extreme non-outlier value

Installation

You can install the released version of scipub from CRAN with:

You can install the development version from GitHub with:

Example

This is a basic example: