OpenStats

This application provides a user-friendly interface for conducting basic data wrangling, correlation tests, assumption tests (Shapiro-Wilk, Levene's test, QQ plots, etc.), various statistical tests (t-test, ANOVA, Kruskal-Wallis test, Tukey HSD, etc.), and visualizing data using ggplot2.

Features

• Data Wrangling: Import, filter, transform, and clean datasets.
• Correlation Tests: Evaluate relationships between variables.
• Assumption Tests: Run Shapiro-Wilk, Levene's test, QQ plots, etc.
• Statistical Tests: t-test, ANOVA, Kruskal-Wallis, Tukey HSD, and more.
• Visualization: Create boxplots, scatterplots, line plots, smoothers, and annotated plots using ggplot2.

Local version

Step 1: Install R

Linux (Ubuntu)

sudo apt update
sudo apt install -y r-base

Verify installation:

R --version

Windows/Mac

• Download R from CRAN.
• Follow the installer instructions.

Step 2: Install RStudio

1. Download RStudio Desktop (free version) from RStudio's website.
2. Install it by following the installation steps for your operating system.

Step 3: Install remotes for GitHub Packages

1. Open R or RStudio.
2. Install the remotes package:

install.packages("remotes")

Step 4: Install a Package from GitHub

1. Load the remotes library:

library(remotes)

2. Use the install_github function to install the package.

remotes::install_github("ComPlat/OpenStats", subdir = "OpenStats")

# Optionally if you want to use OpenStats in combination with ChemotionELN
remotes::install_github("ComPlat/OpenStats", subdir = "comeln")

3. Restart R/RStudio and start the app

OpenStats::open_stats()