ggfortify: Unified Plotting Interface for Statistical Analysis Results

An R package providing unified plotting tools for statistical analysis results. The package, authored by Masaaki Horikoshi, offers a single interface for visualizing results from methods like GLM, time series, PCA, clustering, and survival analysis using the 'ggplot2' style. The dataset's specific size, temporal coverage, and geographic scope are not detailed in the provided metadata.

Use Cases

• Visualize Generalized Linear Model (GLM) diagnostics and results based on the unified plotting interface.
• Create consistent time series analysis plots based on the package's support for time series methods.
• Generate Principal Component Analysis (PCA) and clustering result visualizations based on the described plotting families.
• Plot survival analysis curves and metrics based on the mentioned support for survival analysis.

Strengths

• Provides a unified plotting interface for multiple common statistical methods, including GLM, time series, PCA, clustering, and survival analysis.
• Ensures visual consistency by using the 'ggplot2' style for all generated plots.

Limitations

• Row count, file formats, and data size are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Masaaki Horikoshi

Collection Method

Software package for generating visualizations from statistical analysis results.

Time Range

Temporal coverage is not specified.

Freshness

Last update date is unknown.

Geography

Geographic coverage is not specified.