National Statistics Day 2025: The man behind National Sample Surveys: Here are 5 snapshots from the remarkable life of PC Mahalanobis that will tell you about his contributions to statistics in India, ...

Our classification approach was based on the Mahalanobis distance, a statistical method used in chemometric applications. A similar technique was employed in an earlier study, where Mahalanobis ...

This paper presents a fault detection and diagnosis approach based on Mahalanobis distance (MD) for monitoring continuous processes. The Mahalanobis distance is first used to detect sensor faults, and ...

The statistical analysis is carried out using the Mahalanobis distance, a Python-driven machine learning technique, with financial data from 254 companies over the period of 2014 to 2023.

Dr. James McCaffrey of Microsoft Research shows how to compute the Wasserstein distance and explains why it is often preferable to alternative distance functions, used to measure the distance between ...

As can be seen, the inputs are numerical values, no np.inf of np.nan values, yet the output of the distance calculation results in np.nan. I highly suspect that the reason is that I'm actually not ...

This repository is about the implementation of Mahalanobis Distance outlier detection as a one class classification model. This has been achieved using Python ...