Response Surface Methodology¶
Box, G. E. P., & Wilson, K. B. (1951). Response Surface Methodology.
Retired. This entry was not a citation. Our extractor stored an inline prose definition from the article as though it were a bibliographic record: the title names a concept rather than a published work, and the citation text names no work at all. The page is kept because links to it still resolve, but it is withdrawn from the reference list. This entry is kept so the citations that pointed at it still resolve, and so the correction is visible rather than silent.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Mechanisms¶
- Response Surface Model
- Its central failure is overfitting the observed surface: a model that fits the sampled points beautifully can be badly wrong between or beyond them, and extrapolation past the design region is where it most confidently lies.
This sourceIts standing caution is that the fitted surface is trustworthy only within the design region — extrapolation beyond it is where the model misleads.
- Its central failure is overfitting the observed surface: a model that fits the sampled points beautifully can be badly wrong between or beyond them, and extrapolation past the design region is where it most confidently lies.
Verification¶
This reference passed the adversarial substantiation pipeline: it was checked to exist and to support the claim it is attached to. See how references were verified.
Registry ID ref:a44771010b3a · see in the full table