DEVISE

Data Exploration, Visualization, and Inference with Statistical Estimation

Overview

DEVISE is a companion toolkit for working with other packages that focus on statistical estimation. Where other packages provide high-accuracy confidence intervals for a wide variety of statistics, DEVISE handles the pre-processing of data (extraction of data, calculation of descriptives) and post-processing of results into more accessible and readable formats (such as summary tables and comparison plots) all using a pipe-friendly framework.

Installation

This package is not currently on CRAN, but can be installed and loaded using these R commands

if (!require(remotes)) install.packages("remotes")
remotes::install_github("cwendorf/DEVISE")
library(DEVISE)

If you do not wish a full install, the latest functions can be made available using this R command:

source("http://raw.githubusercontent.com/cwendorf/DEVISE/main/source-DEVISE.R")

Usage

This package includes the following documentation:

• Introduction: Overview of the package, listing of associated packages, and links to all resources.
• Reference: Documentation for all exported functions, including usage, arguments, return values, and examples.
• Articles: Examples demonstrating how to use DEVISE directly and in conjunction with other packages.

Contact

• GitHub Issues: https://github.com/cwendorf/DEVISE/issues
• Author Email: cwendorf@uwsp.edu
• Author Homepage: https://github.com/cwendorf

Citation

Wendorf, C.A. (2025). DEVISE: Data Exploration, Visualization, and Inference with Statistical Estimation [R Package]. https://github.com/cwendorf/DEVISE