FAQ

Why do my results differ from R

• Verify that the quantile type is the same (1-9).
• Make sure you sort and clean the data in the same way.
• Confirm you are using the same decimals and rounding.

What minimum dataset size do I need

There is no hard minimum, but: - With fewer than 5-7 values, variance is unstable. - To detect outliers, more than 20 values are recommended.

When to use Huber vs median

• Huber keeps efficiency when data is clean.
• Median is more resilient when extremes are aggressive.

Can I export results for audits

Yes. Use toJson() or toCsv() in ClassicStats or RobustStats.