Description
Reproduce Statistical Analyses and Meta-Analyses.
Description
Includes data analysis and meta-analysis functions (e.g., to calculate effect sizes and 95% Confidence Intervals (CI) on Standardised Effect Sizes (d) for AB/BA cross-over repeated-measures experimental designs), data presentation functions (e.g., density curve overlaid on histogram),and the data sets analyzed in different research papers in software engineering (e.g., related to software defect prediction or multi- site experiment concerning the extent to which structured abstracts were clearer and more complete than conventional abstracts) to streamline reproducible research in software engineering.
README.md
reproducer
The R package reproducer is aimed to support reproducible research in software engineering. See the package homepage for details and examples.
Installation
One may install the stable version from CRAN:
install.packages('reproducer', dependencies = TRUE)
You can use devtools to install the development version from my web site:
install.packages("devtools", dependencies = T, repos = "https://cran.r-project.org/")
library(devtools)
devtools::install_url("https://madeyski.e-informatyka.pl/download/R/reproducer_0.5.2.tar.gz")
library(reproducer)
Motivation
The motivation is to support reproducible research in software engineering via sharing data sets and code behind the published or just submitted papers.