Causal Inference, Data Analysis, Experiment, Data Science, Data Visualization.
if it is in line with the correlation direction, compared to the same Euclidean distance but perpendicular to the correlation direction. In short, Mahalanobis distance is calculating a Z-score for two or more dimensions. This is useful particularly if we have strong covariance between each