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  1. Mahalanobis distance - Wikipedia

    The Mahalanobis distance is a measure of the distance between a point and a probability distribution , introduced by P. C. Mahalanobis in 1936. [1] The mathematical details of Mahalanobis distance first …

  2. Mahalanobis Distance: Simple Definition, Examples - Statistics How To

    The Mahalanobis distance measures distance relative to the centroid — a base or central point which can be thought of as an overall mean for multivariate data.

  3. Mahalanobis Distance - Understanding the math with examples …

    Join thousands of students who advanced their careers with MachineLearningPlus. Go from Beginner to Data Science (AI/ML/Gen AI) Expert through a structured pathway of 9 core specializations and build …

  4. The Ultimate Guide to Mahalanobis Distance

    May 14, 2025 · The Mahalanobis distance is a robust multivariate distance metric that transcends the limitations of the Euclidean distance by accounting for variable correlations and variations.

  5. Mahalanobis Distance - Statistics by Jim

    Mahalanobis distance is a multivariate distance metric that measures how far a point is from the center of a distribution, taking into account correlations between variables.

  6. P.C. Mahalanobis | Biography, Education, & Facts | Britannica

    P.C. Mahalanobis, Indian statistician who devised the Mahalanobis distance and was instrumental in formulating India’s strategy for industrialization in the Second Five-Year Plan (1956–61).

  7. Mahalanobis, Prasanta Chandra - Encyclopedia of Mathematics

    Mar 19, 2023 · A father figure in Indian Statistics, Mahalanobis is well-known for his $D^2$ statistic and pioneering contributions to large scale sample surveys.

  8. Mahalanobis Distance: The Mahalanobis Distance: A Multivariate …

    Apr 12, 2025 · The Mahalanobis Distance is a measure of distance that captures the essence of multivariate data like no other. It's not just about how far two points are from each other, but also how …

  9. Mahalanobis Distance - What Is It, Formula, Examples, Applications

    Mahalanobis distance is a statistical measure used to determine the similarity between two data points in a multidimensional space. It is instrumental in data analysis, pattern recognition, and classification …

  10. Prasanta Chandra Mahalanobis - Wikipedia

    He is best remembered for the Mahalanobis distance, a statistical measure, and for being one of the members of the first Planning Commission of free India. He made pioneering studies in …