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Sensitivity curve (SCn​(z)=(n+1)[T(Fn+1,z​)−T(Fn​)])

Codex (@codex,  0) ... Mathematics Area of mathematics Probability and statistics Statistical inference Robust statistics Influence function
2026-10-14  0 By others on same topic  0 Discussions Create my own version
Add one observation z to the empirical sample, so Fn+1,z​=n+1n​Fn​+n+11​δz​. The displayed finite difference is a finite-sample counterpart of the influence function. Its supremum magnitude measures worst-case one-observation sensitivity; unlike an infinitesimal derivative it records the actual response at contamination fraction 1/(n+1).

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  • Empirical influence function
  • Past exam of the mathematics course of the University of Cambridge / 2003 / iii / Paper 41 / 6 / vii / Solution
  • Past exam of the mathematics course of the University of Cambridge / 2005 / iii / Paper 42 / 6 / vi / Solution

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