Robust Statistics

Huber, P. J., & Ronchetti, E. M. (2009). Robust Statistics. Wiley.

Type

Book

Intellectual base

Textbook

Year

2009

DOI registrant

Wiley

Link

https://doi.org/10.1002/9780470434697matched

Cited by

2 citations across 2 artifacts.

Each citation links to the sentence it supports in the citing article.

Domain-specific

• Fisher Consistency
  • The rule is Fisher consistent when applying the same functional to the true population distribution recovers the target: `T(F_θ)=θ` for every distribution in the stated model.
• Robust Regression
  • A high breakdown point does not imply high efficiency; a bounded influence function does not guarantee resistance to clustered or cellwise contamination; and a redescending loss can introduce multiple local optima

    This sourceCovers the influence function, the finite-sample breakdown point, the efficiency price of resistance, and the multiple local optima that redescending psi-functions introduce; the cellwise-contamination case is later literature.

    Supported in partVerified against the source

    Read by an automated reader; not a human review. How support was checked

Verification

Does it exist? Not checked yet. This entry carries no identifier to resolve. It was extracted from the citation as written in the article, normalized, and deduplicated against the rest of the registry.

Does it back the claim? Read against the text for 1 of 2 citations: 1 supported in part. Each verdict is shown under its citation below, with what in the work backs the sentence.

Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.

See how references were verified.

Registry ID ref:76528423c758 · see in the full table