Outlier

lastmod 2024-02-29created 2024-02-292 edits

Outlier.

Statistics

• Robust Parameter Estimation - If processing still works even when there are outliers in the data, it is called Robust.
• Random sample consensus (RANSAC) - A method to prevent the least square method model from being skewed when outliers are mixed into the samples.

Libraries

• alibi-detect - outlier monitoring in tabular data, text, images, time series, etc.