sinaViolinBoxPlot

- Combined Sina, Violin, and Box plot with stats panel

sinaViolinBoxPlot is a versatile MATLAB function for visualizing grouped data distributions. It combines the strengths of three common plot types:

• Violin plots using KDE for smooth density estimation
• Sina plots for jittered scatter points proportional to local density
• Box plots showing Q1-Q3, median, and optional mean

The function also provides an automatic statistics panel for each category, showing key descriptive statistics in a compact, readable format. It is designed to handle large datasets efficiently, works within subplots or tiled layouts, and allows fine-tuned control over colors, transparency, marker styles, and widths.

Key Features:

• Combine violin, Sina, and box plots in a single plot
• Optional mean, median, and Q1-Q3 display
• KDE-based density estimation with adjustable bandwidth
• Scatter jitter methods: density-based, uniform, or none
• Fully customizable color, transparency, and line properties
• Stats panel per group showing n, mean, stdev, median, quartiles, min, max
• Compatible with subplots and tiled layouts
• Handles empty categories gracefully
• Suitable for large datasets (>1e5 points)

Example Use Case:

Visualize four distinct distributions simultaneously: uniform, Gaussian, Poisson, and bimodal, with clear statistical summaries and density-based scatter points.