Tableone is a tool for creating 'Table 1', the baseline patient characteristics summary essential in medical research. It supports continuous and categorical variables, p-values, and standardized mean differences. The tool was created by Kazuki Yoshida and integrates with the 'survey' package for weighted data analysis.
Use Cases
- Generate standardized baseline tables for clinical trial reports based on support for continuous and categorical variables.
- Compare patient groups before and after propensity score weighting based on the tool's integration with the 'survey' package.
- Calculate p-values and standardized mean differences for cohort comparisons as mentioned in the description.
Strengths
- Designed for a core task in medical research: creating baseline characteristic tables.
- Explicitly supports both continuous and categorical variables for comprehensive summaries.
- Includes statistical measures like p-values and standardized mean differences for group comparison.
Limitations
- Description metadata is limited; actual data quality requires manual inspection after download.
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count, file formats, and license are unknown, which may limit suitability assessment.
Provenance
- Source
- Kazuki Yoshida
- Collection Method
- Tool for generating summary statistics, likely from research data.
- Time Range
- null
- Freshness
- Last update date is unknown; freshness unverified.
- Geography
- null