Lower bounds for computing statistical depth.

DOI10.1016/S0167-9473(02)00032-4zbMath1098.62502OpenAlexW1994074379MaRDI QIDQ1608898

Greg Aloupis, Michael Soss, Francisco Gómez, Carmen Cortés, Godfried T. Toussaint

Publication date: 13 August 2002

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0167-9473(02)00032-4

zbMATH Keywords

Simplicial depthHalfspace depthSign tests

Mathematics Subject Classification ID

Multivariate analysis (62H99)

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Uses Software

• AS 307

Cites Work

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• On a notion of data depth based on random simplices
• Ordering directional data: Concepts of data depth on circles and spheres
• Multivariate analysis by data depth: Descriptive statistics, graphics and inference. (With discussions and rejoinder)
• General notions of statistical depth function.
• Bivariate Sign Tests
• Algorithm AS 307: Bivariate Location Depth
• Regression Depth
• A Quality Index Based on Data Depth and Multivariate Rank Tests
• A Bivariate Sign Test
• The depth function of a population distribution.