What are advanced robust statistical techniques?

What are advanced robust statistical techniques?

Advanced robust statistical techniques are methods designed to provide reliable results even when data contains outliers or is not normally distributed.

Can you give me some examples of these techniques?

Sure! Examples include M-estimators, R-estimators, and robust regression methods like Huber regression.

How do these techniques differ from traditional methods?

They differ mainly in their ability to handle outliers and non-normality, making them more reliable in real-world data scenarios.

When should I use robust techniques instead of traditional ones?

Use robust techniques when your data is likely to contain outliers or when the assumptions of traditional methods are violated.