Robust Locally Weighted Regression and Smoothing Scatterplots

Cleveland, W. S. (1979). Robust Locally Weighted Regression and Smoothing Scatterplots. Journal of the American Statistical Association, 829-836.

Type

Journal article

Intellectual base

Primary research

Year

1979

Pages

829-836

DOI

10.1080/01621459.1979.10481038

DOI registrant

Taylor & Francis

Link

https://doi.org/10.1080/01621459.1979.10481038

Cited by

2 citations across 2 artifacts.

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

Domain-specific

• Smoothing
  • Cleveland's original robust LOWESS adds residual-based reweighting to reduce outlier influence.

Mechanisms

• Rolling-Window Trend Estimate
  • The discipline, familiar from local-regression smoothers such as LOESS,

    This sourceDocuments local-regression smoothers such as LOESS.

Verification

Does it exist? Confirmed. This work's DOI resolves to a registered record, which fixes its identity. That is all it fixes.

Does it back the claim? Not recorded. Neither this nor any other of the 2 citations of this work carries a recorded support check.

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.

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Registry ID ref:39abdb233c52 · see in the full table