TableOne

TableOne summarizes baseline characteristics and comparative statistics across treatment groups or exposures in clinical trials and observational studies to support comparative effectiveness research.

Key Features:

• Descriptive Statistics Generation: Generates descriptive statistics for each study group, providing summary measures for baseline characteristics and outcomes.
• Statistical Testing: Implements statistical tests including p-values and 95% confidence intervals to assess differences across groups.
• Visualization Capabilities: Produces interactive plots using the plotly library for visualization of distributions and group comparisons.
• Implementations: Available as an R package and a web application for deployment in analysis workflows.
• Computations in R: Performs all computations within the R environment to integrate with R-based data analysis workflows.

Scientific Applications:

• Comparative Effectiveness Research: Summarizes baseline characteristics across treatment groups or exposures to identify differences and support comparative analyses.
• Clinical Trial and Observational Study Reporting: Produces descriptive tables and interactive visualizations for presenting baseline characteristics and group comparisons in clinical research.

Methodology:

Implements an R package that automates summarization by computing descriptive statistics and statistical tests (p-values and 95% CIs) and generates interactive visualizations using plotly, with all computations executed in R.