In dpagliaccio/scipub: Summarize Data for Scientific Publication

knitr::opts_chunk$set(
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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:

install.packages("scipub")

You can install the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("dpagliaccio/scipub")

Example

This is a basic example:

library(scipub)
correltable(data=psydat)

dpagliaccio/scipub documentation built on March 13, 2024, 1:34 p.m.